35
Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general, artificial vision, is a prosthesis device to regain vi- sion for the blind. The similar sensory prosthesis device is an artificial cochrea, which has been successfully developed and widely used in many deaf patients in the worldwide to regain sound. Now in the world, a number of research and devel- opment onartificial reina [16] are progressing and will be produced commercially in near future. This chapter is organized as follows; First, fundamentals of artificial retina are presented. The structure of human eye and blindness are described in the section. Artificial retina devices are classified in terms of the implantation place of the de- vice. There are three types of artificial retina devices; ep-retina implantation, sub- retina implantation and supra-choroidal implantation. They are explained with some description of comparison among them. In the next section, basic circuits for arti- ficial retina devices are introduced. First, retinal stimulator circuits are mentioned. Requirements for safery operation in human body are addressed such as AC pow- ering and charge balancing. Then, photosensors which are improtant circuits for sub-retinal implanation are descirbed in details. In the last section, the case study of an artificial retina device is introduced. Before starting the first section, the terminology of reitnal prosthesis is briefly addressed. There are several terms for retinal proshteis; artificial vision, artificial sight, visual prosthesis, artificial retina and so on. As this chapter focuses on the stimulation of retina by CMOS technologies, an artificial retina is used. Jun Ohta Graduate School of Materials Science, Nara Institute of Science and Technology, e-mail: [email protected] 1

Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

  • Upload
    others

  • View
    8

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC

Jun Ohta

1 Introduction

Artificial retina or, in general, artificial vision, is a prosthesis device to regain vi-sion for the blind. The similar sensory prosthesis device is an artificial cochrea,which has been successfully developed and widely used in many deaf patients inthe worldwide to regain sound. Now in the world, a number of research and devel-opment onartificial reina [16] are progressing and will be produced commercially innear future.

This chapter is organized as follows; First, fundamentals of artificial retina arepresented. The structure of human eye and blindness are described in the section.Artificial retina devices are classified in terms of the implantation place of the de-vice. There are three types of artificial retina devices; ep-retina implantation, sub-retina implantation and supra-choroidal implantation. They are explained with somedescription of comparison among them. In the next section, basic circuits for arti-ficial retina devices are introduced. First, retinal stimulator circuits are mentioned.Requirements for safery operation in human body are addressed such as AC pow-ering and charge balancing. Then, photosensors which are improtant circuits forsub-retinal implanation are descirbed in details. In the last section, the case study ofan artificial retina device is introduced.

Before starting the first section, the terminology of reitnal prosthesis is brieflyaddressed. There are several terms for retinal proshteis; artificial vision, artificialsight, visual prosthesis, artificial retina and so on. As this chapter focuses on thestimulation of retina by CMOS technologies, an artificial retina is used.

JunOhtaGraduate School of Materials Science, Nara Institute of Science and Technology, e-mail:[email protected]

1

Page 2: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

2 JunOhta

2 Fundamentals for artificial retina

2.1 Retina and Blindness

We gain a large portion of information in external world through vision. The front-end of visual information is retina. The human retina is a thin, layered tissue with athickness of 0.1 - 0.4 mm attached to the inner surface of the eyeball [50] as shown inFig. 1. The retina has a layered structure with photoreceptor cells for light detectionin the bottom layer and ganglion cells for output in the top layer. The retina plays animportant role in visual information collection and processing, and so dysfunctioncan result in blindness. Figure 2 shows the prevalnece of blindness in the world[51], USA [12], and Japan [25]. Among these diseases, retinitis pigmentosa (RP)and age-related macular degeneration (AMD) have no effective remedies at present.In both cases, the photoreceptors gradually become dysfunctional, and the patienteventually becomes blind.

Retina

Sclera

Ganglion Cells

Photoreceptors

Scl

era

Bipolar cells

Opticnerve

To brain

Vitreous body

Pigment epithelium

Lens

Horizontal cellsRetina

Sclera

Ganglion Cells

Photoreceptors

Scl

era

Bipolar cells

Opticnerve

To brain

Vitreous body

Pigment epithelium

Lens

Horizontal cells

Fig. 1 The shcematic structure of humane eye and retina.

2.2 Principle of artificial retina

In RP and AMD, photoreceptor cells are dysfunctional, but most of the other retinalcells, such as ganglion cells, are still alive, unless the disease is in the terminal stage[40, 14]. Consequently, by stimulating the remaining retinal cells, visual sensationor phosphene can be evoked. This is the principle of the retinal prosthesis or artificialretina. Based on this principle, an artificial retina device stimulates retinal cells with

Page 3: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 3

AMD54%

Glaucoma6%

Others25%

DR6%

Cataract9%

Glaucoma21%

RP14%

AMD9%

Others37%

DR19%

Cataract48%

DR5%

AMD9%

Glaucoma12%

Others21%

Cornealopacities

5%

Fig. 2 The causes of the blindness in (a) worldwide[51], (b) USA [12], and (c) Japan [25].

a patterned electrical signal so that a blind patient may sense a patterned phosphene,or something like an image.

According to the site at which the retinal stimulator is placed, the artificial retinadevice is classified into three categories: epi-retinal stimulation [15, 22, 17, 46, 37,41, 13, 35, 42, 43], sub-retinal stimulation [5, 53, 38, 17, 46], and suprachoroidaltransretinal stimulation (STS) [20, 19, 10, 31, 32, 44, 45], which has recently beendeveloped.

The stimulation site may be located not only in retinal cells, but also in the path-ways to the brain, such as the optic nerves [49, 39, 4], which are the transmissionlines of visual information, and, of course, in the visual cortex [2, 7, 29], which isthe terminal of the visual information. Figure 3 shows the arrangement of these el-ements. They are classified to extraocular retinal prostheses, while the former onesto intraocular retinal prostheses.

Page 4: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

4 JunOhta

Visual cortexRetina

Brain

EyeOptic nerve

LGB

Visual cortexRetina

Brain

EyeOptic nerve

LGB

Fig. 3 Stimulation places in a visual pathway. LGB: Lateral geniculate body.

2.3 Classification of artificial retina

2.3.1 Extraocular artificial retina

The extraocular retinal prosthesis, which stimulates the visual cortex or optic nerveelectrically, can be applied to patients with no retinal cells. This means that thesemethods can be applied to any disease related with blindness, including RP andAMD. In the case in which the visual cortex is stimulated, the stimulator is im-planted in the surface of the visual cortex by opening a scull. This method has beenapplied to the first human trials among retinal proshteses by Brindley and Lewin [2]and has been successfully applied in some patients by the Dobelle Institute over along period of time [7]. Although coritial implant can widely be applied to any blinddiseases, it has disadvantages such as difficult surgical operation, infection due tothe electrical wire trhough the skull, and retinotopy.

The method of stimulating the optic nerve involves covering the optic nerve witha cuff-type electrode to stimulate the nerve [49].

Both of these methods require difficult surgical operations because the surgicalsites are related to the nervous system or the brain. These methods have only beenperformed in limited human trials. In addition, these methods must deal with retino-topy, which is the spatial correspondence between the retinal image and the recog-nition image in the brain. It is difficult to determine the correspondence between theinput image and the electrode site on the visual cortex.

Thanks to the recent development of wirelss technologies for meidcal implantdevices [52], the disadvantage of the infection is released. Cortical implantationwith wirelss power and data transmission system will be emerged [29]. Regardingthe optic nerve stimulation, another method with easier surgical operation has beenpropsed [39].

Page 5: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 5

2.3.2 Intraocular artificial retina

The research of retinal prosthesis at present is maninly focused on intraocular ar-tificial retina. The reason is stimulation of retinal cells involves an easier surgi-cal procedure and is possibly less affected by retinotopy because the stimulationpoints are located near the retina. As mentioned previously, this method is classifiedinto three types according to the stimulator implantation site: epi-retinal stimulation[15, 22, 17, 46, 37, 41, 13, 35, 42, 43], sub-retinal stimulation [5, 53, 38, 17, 46],and STS [20, 19, 10, 31, 32, 44, 45]. Figure 4 describes these three types of retinalimplantation. In epi-retinal implanation, a retinal stimulator is attached to the retina

Fig. 4 Three types of retinal prosthesis.

surface and fixed by a retinal tag. The system of epi-retinal implanation can be usedan artificial cochlear system except for the sitmulator. There are several groups en-gaged in epi-retinal stimulation and mostly advanced in clinical tirals. The disadvan-tage of this type are the fixation of the stimulator. In addition, the electrodes mayhappen to stimulate optic nerve instead of ganglion cells. In this case, the patientimplanted the device may sense streak-like phosphen. The fixation of the stimulatorsometimes causes this type of phosphen.

STS has the same advantage of epi-retinal implantation. In addition, the srugi-cal operation is the easiest amogn retinal prostheses. The eye is not needed to beopen, because a stimulator is inserted into a pocket produced in a sclera. The im-plantaion in a sclera pocket means the electrode has a distance from a retina, so thatthe threshold curren to elicit the phosphen may be higher than the other mehods.

Page 6: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

6 JunOhta

Acute clinical trials has shown that the threshold is 200-1000µA, which is a littlehigher of than one in the other methods and the patients suffered from RP sensedphophens when stimulated [19].

In sub-reitnal implantaion, a retinal stimulator is inserted underneath the retina asshown in Fig. 4, so that the device is fixed naturally. The electrodes are attached tothe retina, especially photoreceptors and thus the retinotpy is probably maintained.Some sub-retinal devices are integrated with stimulus electrodes and photo-sensorsin the same plane, so that they act like photoreceptors. Thus such a sub-retinal deviceis ideal for artificial reitna. However, it is difficult to develop such an integarateddevice. The details of such an integrated device is described in the next section.

2.4 Artificial retina system

In epi-retial and STS systems, the power supply and stimulus pattern data gener-ated from input image data are transmitted wirelessly by electromagnetic couplingof the primary coil, which is placed outside the body, and the secondary coil, whichis placed inside the body, as shown in Fig. 5 [27]. Figures 6 and 7 shows an il-

Fig. 5 Typical configuration of STS-based retinal prosthesis system. The pirmary coil is installedin an eye glass and the secondary coil is implanted in a crystalline lens. Source: [27] with permis-sion, c©IEEE.

lustration of STS system and its mock-up developed by the consortium of OsakaUniversity, Nara Institute of Science and Technology, and Nidek, Co. Ltd. In thes

Page 7: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 7

Primary coil

Secondary coil

Return electrode

Rx circuits

Stimulus electrodearray

Camera

Signal processing system

Primary coil

Secondary coil

Return electrode

Rx circuits

Stimulus electrodearray

Camera

Signal processing system

Fig. 6 Illustraion of STS-based retinal prosthesis system. Cortesy of Nidek Co. Inc.

Fig. 7 A mock-up system of STS-based retinal prosthesis. Cortesy of Nidek Co. Inc.

cases as shown in Figs. 5–7, the coil system is located behind the ear like an artifi-cial cochlear system. The place where the secondary coil is installed is an importantissue and will be discussed in the next section.

3 Basic circuits for artificial retina

In this section, some basic circuits for artificial reina are described. Before circuitsdescription, the basic concept of stimulation of retinal cells are mentioned. Thenstimulator circuits and photosensors are explained with some examples reported.

Page 8: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

8 JunOhta

3.1 Stimulation of retinal cells

First of all, let us consider the stimulation of neural cells in, for example, artifi-cial cochlear and retinal prostheses. In these applications, stimulation is achievedby extra cellular stimulation, in which the stimulus current affects neural cell’s stateflowing through the body fluid or electrolyte [26]. Thus we need to evaluate thesystem composed of metal electrode in an electrolyte solution which has mobilepositive and negative ions as shown in Fig. 8. When a voltage is applied to a stimu-lus electrode, mobile ions gathered to the electorde, and eventually an electric dou-ble layer is produced near the electrode. The thickness of this layer is very thin sothat the associated capacitanceCed is large; typically 10–20µF/cm2 [36]. This ca-pacitane is also called as a Helmholtz capacitance. Resistance RS also exists in theelectrolyte and tissues, and is called as spreading resistance. The value is typicallyabout 10 kohms. Finally, if oxidization–reduction reactions in the inteface betwenthe eletrolyte and the metal occur when applied voltage, then electrons are trans-fered, which produce “Faradaic current”. The Faradaic current is divided into twocategories; reversible and irreversible. This Faradaic current arrises impedance ZF

between the metal and electrolyte. If redox reactions are not so large, then this resis-tance can be igonored and this is usual case in retinal stimulation in a safety region.The equivalent circuits based on the above discussion are shown in Fig. 8 [9].

-------

---

+++

Stimulus electrode

Electric double layer: Ced

Return Electrode

Interstitial fluid(Electrolyte)

+++

+

+++

(a) (b)

Stimuluselectrode

Cells

Ced

Rs

RFReturnElectrode

Vre

Vse

Vse

Vre

CellCellss

-------

---

+++

Stimulus electrode

Electric double layer: Ced

Return Electrode

Interstitial fluid(Electrolyte)

+++

+

+++

(a) (b)

Stimuluselectrode

Cells

Ced

Rs

RFReturnElectrode

Vre

Vse

Vse

Vre

CellCellss

Fig. 8 Stimulation of cells (a) and its equivalent circuits (b). RS is a series resistance of electrolyte,ZF is a impledance associated with Faradaic current, and Ced is a capacitance associated with anelectric double layer.

Page 9: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 9

3.2 Stimulator

A stimulator in an artificial retina IC is composed of an array of metal electrodesand a substrate. The impedance between the electrode and the cells may changeif the distance between the electrode and the cells changes. Thus, constant currentstimulation is generally used. In addition, for the purpose of achieving charge bal-ance, a biphasic pulse is usually used to ensure long-term safety. Figure 9 shows thebiphasic current circuits and the parameters of the simulus current pulse.

Current

0

tc ti tatf

TimeIa

Ic

Current

0

tc ti tatf

TimeIa

Ic

Fig. 9 Pulse parameters of stimulus biphasic current. The anodic currentIa and the cathodic currentIc are generated in current sources and injected into the electrolyte as a biphasic pulse.

Generally cathodic first (CF) current pulse is used for evoking neural cells, whileanodic current pulse is used for charge balancing [26]. The interval time betweencathodic and anodic pulsesti is waiting time for evoking cells. It is noted that anodiffirst (AF) current pulse can also evoke nerual cells [26]; actually which currentpulse is effective is depend on implantation place, stimualtion current level, and soon. Figure 10 shows two types of biphasic stimulus current source. In Fig. 10(a),current sink and source are used, while in Fig. 10(b), biphasic current is producedby switching the direction of current flow from the current generator.

When stimulus current injects into neural cells, the voltage swing must keepwithin a “voltage safety window” of the electrode materials used [36] as well as apower supply votage. The voltage window is the region in which only reversible re-actions occur. If the voltage at the electrode interface exceeds this value, irreversiblechemical reactions occur follwing bubbling, pH change, producing materials andso on. Such situation is sometime harmful for biological tissues. Thus the voltageswing must be inside this window. For example, the voltage window of Pt elec-trode is 0.9 and/or -0.6 Vvs. SCE[36]. Figure 11 shows an experimental resultsof injection current pulse waveform into a saline solution and its associated voltagewaveform [32]. The electrode is made of Pt with a diameter of 75µφ . It is noted

Page 10: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

10 JunOhta

Cells

Ced

RsVre

Vdd

Vss

Ia

Ic

Sa

Sc

(a)

Vse

Vre

Vdd

I

Sh

Vse

Ced

Rs

Cells

(b)

Cells

Ced

RsVre

Cells

Ced

RsVre

Vdd

Vss

Ia

Ic

Sa

Sc

(a)

Vse

Vre

Vdd

I

Sh

Vse

Ced

Rs

Cells

Ced

Rs

Cells

(b)

Fig. 10 The baiphasic current circuits for stimulating nerual cells. (a) two current generators forcathodic and anodic currents, and (b) one current generator with switching circuits.

that the first voltage decrease is “IR drop” associated with the resitance of elec-trolyte solution. By estimating the voltage window, you need to subtract “IR drop”.By accounting this “IR drop” value, the voltage siwn is inside the voltage windowas well as the power supply voltage of 5 V. If the voltage exceeds the safety window,then elecrolysis may occur as shown in Fig. 12 [32].

3.2.1 Charge balance

The charge balance is of a great important issue in retinal prosthesis in long termoperation in a viewpoint of safety. If the charge balance in a biphasic current is notmaintained, some amount of charges are stored in an electrode, and eventually aDC bias appeared in the electrode. Such DC bais voltage causes a voltage duringstimulation to be over the limitaion of the voltage window.

The circuits in Fig. 10(a) do not keep charge balancing if current mismatch ap-pears in the two current generators, while the circuits in Fig. 10(b) can maintain thecharge balancing because both cathodic and anodic currents are produced by thesame current generator. Figure 13 shows passive and active methods to keep chargebalancing in retinal stimulation.

Figure 13(a) is a passive charge balance circuit where a capacitanceCdc is in-serted in front of an stimulus electrode to block DC current [6]. In the first ca-thodic pulse phase, the current generator sinks currentIc from nerual cells. Aftersome interval timeti , the blocking capacitorCdc including neural cells is electri-

Page 11: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 11

(a)

(b)

(a)

(b)

Fig. 11 Injection current pulse wave into a saline solution from a Pt electrode with the siza of 75µφ (a) and its associated volage waveform (b). Source: [32] with permission.

0 500 1000 15000

500

1000

Pulse height [µA]

Puls

e du

ratio

n [µ

s]

Electrolysis

Stable Metastable

Fig. 12 The region of reversible and irreversible condition when Pt electorde with a diameterof about 75µφ is used to inject biphasic current pulse into a saline solution. Source: [32] withpermission

Page 12: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

12 JunOhta

Cells

Ced

RsVre

Cells

Ced

RsVre

Vss

Ic

Sc

Sd

Sre

Vdd

Vss

Ia

Ic

Sa

Sc

Vse Vse

(a) (b)

Sse

Cdc

Cells

Ced

RsVre

Cells

Ced

RsVre

Cells

Ced

RsVre

Cells

Ced

RsVre

Vss

Ic

Sc

Sd

Sre

Vdd

Vss

Ia

Ic

Sa

Sc

Vdd

Vss

Ia

Ic

Sa

Sc

Vse Vse

(a) (b)

Sse

Cdc

Fig. 13 Charge balance circuits for stimulator. Passive type (a) [6] and active type (b) [35].

cally shorted by switchingSd on. This shoring process discharges sotred charge inthe neural cells and thus results in charge balancing in this stimulator. In the passivemethod, the anodic phase is not a rectangular pulse shape but a decay curve. It isnoted that the blocking capacitor generally requires a large value of about 0.25µFwhen Ic = 500µA and tc = 500µs, and the voltage drop ofCdc is 1 V. This meansthat anodic phase time requires about 2.5 msec when Rs∼ q 1 kΩ .

To avoid this, an active charge balancing is proposed and shown in Fig. 13(b)[35]. In the circuits, the voltage at the electrodeVse is monitored and if|Vse| exceedssome valueVth, then a small amount of anodic or cathodic current pulse is addedrepeatedly according to the porality atVse until |Vse|< Vth.

3.3 Photosensor

Human retina has photoreceptors to convert light intensity to electrical signals. Forartificial retina, a photosensor acts like a photoreceptor and is mainly a pn junctiondiode or a photodiode (PD) with some circuits. Artificial retina devices using PDlike as a photoreceptor are mentioned. In the following sections, a basic operationof a PD is described. Next, four types of photosensors are introduced for artificialretina device. First type is a stimulator using micro-photodiode array (MPDA). Inthis type, a photocurrent is directly used to stimulate retinal cells. Next,active pixelsensor (APS) is introduced. APS is used a PD with some amplification block andwidely used in a pixel circuit for a CMOS image sensor. When an image sensor de-

Page 13: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 13

vice is implanted, low voltage operation and low power consumpotion are required.CMOS image sensors match these requirements. In addition, one can integratedsome signal processing circuits on a CMOS image sensor chip. This integarationcapability is a great advantage because the total system can be reduced in its phsi-cal volume, which is suitable for implantable devices. As third type, a log-sensorwhose photorespose is logarithmic like a photoreceptor is introduce, and finally apulse frequency modulation (PFM) photosensor which acts like a ganglion cell ismentioned. Stimulators embedded with these sensors are explained.

3.3.1 Photodiode

The operation principle of the pn-junction PD is quite simple. In a pn-junction diode,the forward currentIF is expressed as

IF = Idi f f

[exp

(eV

nkBT

)−1

], (1)

wheren is an ideal factor andIdi f f is the saturation current or diffusion current.kB

andT is the Boltzman constant and absolute temperature.When light incidents in the PD, a photocurrentIph is produced. The photocurrent

Iph is expressed asIph = RphP, (2)

whereRph is a photo-sensitivity andP is an incident light power. The maximumphoto-sensitivityRph,max, where the quantum efficiency is 100 %, is determined as,

Rph,max=eλhc

, (3)

wheree, lambda, h andc are the electron charge, the wavelength of the incidentlight, Plack constant and light speed in vaccuum.

The total current from the pn-junction photodiode,IL under bright condition isexpressed as follows:

IL = Iph− IF

= Iph− Idi f f

[exp

(eV

nkBT

)−1

].

(4)

Figure14 illustrates the I–V curves of a pn-PD under dark and illuminated con-ditions. There are three modes for bias conditions: solar cell mode, PD mode, andavalanche mode, as shown in Fig. 14.

Page 14: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

14 JunOhta

V

I

Idiff

IphVoc

Dark

Bright

Photodiodemode

Solar cellmode

Avalanchemode

Vbd

-Isc

ILV

I

Idiff

IphVoc

Dark

Bright

Photodiodemode

Solar cellmode

Avalanchemode

Vbd

-Isc

IL

Fig. 14 PD I–V curves under dark and bright conditions. There are three operation modes; solarcell mode, photodiode mode, and avalanche mode.

Solar cell mode

In the solar cell mode, no bias is applied to the PD. Under light illumination, the PDacts as a battery, that is it produces a voltage across the pn-junction. In Fig. 14, theopen circuit voltageVoc is shown. In the open circuit condition, the voltageVoc canbe obtained fromIL = 0 in Eq. 4, and thus

Voc =kBT

eln

(Iph

Idi f f+1

). (5)

This shows that the open circuit voltage does not linearly increase according to theinput light intensity.

PD mode

The second mode is the PD mode. When a PD is reverse biased, that isV < 0, theexponential term in Eq. 4 can be neglected, and thusIL becomes

Page 15: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 15

IL ≈ Iph+ Idi f f . (6)

This shows that the output current of the PD is equal to the sum of the photocurrentand diffusion current. Thus, the photocurrent lineally increases according to theinput light intensity.

3.4 Photosensor array in artificial retina IC

This section descirbes photosensing circuits to convert input light pattern into elec-trica signals in artificial retina IC. Light-sensig is incorporated in artificial retinadevice as shown in Fig. 15. Image is taken by the array of photosensors, or an im-ager.

Usually in epretinal implantation and STS, an imager is placed outiside body asshown in Fig. 15. A conventional camera system can be used in this case. The imagedata is transmitted into the stimulator implanted in a body. Wireless transmission iswidely used. The transmission data rate is high when the pixel count is large.

It is reported that a very tiny camera or a microcamera is implanted into a rabbiteye and thus a whole system can be implanted into a body [4], also shown in Fig. 15.A CMOS camera is suitable in this case, because it features low power consumption.In this case, a power is transmitted wirelessly.

In subretinal implantation, a pixel integrated with a photosensor and a stimuluselectrode is used. The most simple case is to use a photodiode (PD) in a solar cellmode [5]. The stimulus current is a photocurrent itself. In a solar cell mode, currentflows without an external bias voltage as mentioned in section 3.3.1. Thus no ex-ternal power supply is needed. The disadvantage of this device is its low amout ofstimulus current.

The other cases are supplied by external power. An APS (active pixel sensor),which is used in the pixel of a CMOS image sensor, can be utilized for stimulatingretinal cell effectively. Log-sensor and pulse modulation frequency (PFM)-basedphotosensor are alos used in subretinal implantation.

The above cases are summarized in Table 1.

Table 1 Types of retinal prosthesis using photosensor

Type Method Implantation Project Ref.

Implantedmicro camera Optic nerve C-Sight [4]MPDA Solar cell mode Sub. Optobionics [5]

IR conversion Sub. Stanford U. [1]CMOS pixel with elec-trodes

Log sensor with adapta-tion function

Sub Retina Implant [8],[38]

3-D integration chip Epi Tohoku U. [43]PFM- APS-based photo-sensor

Sub, STS NAIST/OsakaU./Nidek

[31],[32],[18],[11],[48]

Page 16: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

16 JunOhta

Light-sensing Stimulator

Photo-Sensor Stimulator

Body

Body

Photosensor+

StimulatorBody

Light

Light Light

Wireless

Photosensor in external body

Photosensor in internal body

Light-sensing Stimulator

Photo-Sensor Stimulator

Body

Body

Photosensor+

StimulatorBody

Light

Light Light

Wireless

Photosensor in external body

Photosensor in internal body

Fig. 15 Pixel circuit of a log CMOS image sensor.

3.4.1 Micro PD array

A MPD (micro photodiode array) is an array of PDs and is used a retinal stimulator;the topmost electrode of a photodiode is utilized as a stimulus electrtode as shownin Fig. 16. A MPDA is implanted into a subretinal space for clinical trials and itacts to evoke some phosphene. It is noted that a MPDA in a solar cell mode cannotdeliver enough stimulus current to evoke retinal cells under normal light condition.When the area of PD is 20µm× 20 µm, and the sensitivity of PD is 0.5 A/W, thenthe light intensity to evoke retinal cells are estimated to be 5 W/cm2, which is toolarge for natural scene. Also a MPD cannot maintain charge balancing, because itonly produces one direction polarity of DC current. It is said that such a weak butconstant stimulus current sometimes activates weaken cells due to neuroprotectiveeffect, and thus some subjects implanted MPDA can sense phosphen. At present,it is generally recognized that an external power is needed to evoke retinal cellsefficiently.

To overcome the problem, the strong intensity of IR light pattern is illuminated toa MPDA. In this case, a novel structure of electrode is developed so as to contact theretinal cell more tightly. In such structure, the stimulus current drastically decreasedto about 1µA.

Also the PD is operated with synchronizing the IR light source, so that is canachieve charge balancing. First the MPD is forward-biased at Vd which is very closeto the on-voltage. Thus the current does not flow. When the IR light is on, then thevoltage decreases down to Vc. The MPD is reversely biased and the correspondingphotocurrent flows. When the IR light turns off, then the bias to MPD increases to

Page 17: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 17

VIS. Light

Iph

VseCells

Ced

RsVre

VIS. Light

Iph

VseCells

Ced

RsVre

Cells

Ced

RsVre

Fig. 16 A photodiode in a solar cel mode as a reitnal simulator.

Vd. In this case, the Ced is charged and the Vse is negative, and thus the diode isforward-biased to flow the current. This current flows until the Ced is completelydischarged. Of course this is a very ideal case, it may be difficult to realize suchoperation in large number of electrodes. Also in this scheme, synchronization dataand power supply are required.

PIR

Timeton toff

Vse

0

Time

PIR

tc

td

Vpulse

0

Vc

Vd

Time

Vd<Vbuilt-in

PPIRIR

Vpulse

IR LED arraysynchronization

Iph

VseCells

Ced

RsVre

(a)

(b)

PIR

Timeton toff

PIR

Timeton toff

Vse

0

Time

PIR

tc

td

Vpulse

0

Vc

Vd

Time

Vd<Vbuilt-in

PPIRIR

Vpulse

IR LED arraysynchronization

Iph

VseCells

Ced

RsVre

(a)

PPIRIR

Vpulse

IR LED arraysynchronization

Iph

VseCells

Ced

RsVre

Cells

Ced

RsVre

(a)

(b)

Fig. 17 Active type of a photodiode as a retinal stimulator. Strong IR light produces photocurrent.

Page 18: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

18 JunOhta

3.4.2 Acitve pixel sensor

A PD in a CMOS image sensor is usually operated in accumulation mode [30]. Inthis mode, the PD is electrically floated and when light illuminates the PD, photocar-riers are generated and swept to the surface due to the potential well in the depletionregion. The potential voltage decreases when electrons accumulate. By measuringthe voltage drop, the total amount of light power can be obtained. It should be notedthat the accumulation of electrons is interpreted as the process of discharge in thecharged capacitor by generated photocurrent.

Let us consider, using a simple but typical case, why the accumulation mode isrequired in a CMOS image sensor. We assume the following parameters: the sen-sitivity of the PDRph = 0.3 A/W, the area size of the PDA = 1000 lux, and theillumination at the PD surfaceLo = 100 µm2. Assuming that 1 lux roughly corre-sponds to 1.6×10−7 W/cm−2, as described in the Appendix, the photocurrentIph

is evaluated as

Iph = Rph×Lo×A

= 0.3A/W×100×1.6×10−7 W/cm−2×100µm2

≈ 10pA.

While it is possible to measure such a low photocurrent, it is difficult to preciselymeasure photocurrents of the same order from a two-dimensional array for a largenumber of points at a video rate.

Figure 18 shows the structure of a CMOS image sensor. The vertical scanneraccesses the pixels in the same row, and the outputs from the same row are simalta-neously accessed to be fed into the vertical colum lines and stored in the capacitorCSH located in the columns. Finally, the stored charges are addressed by a horizontalscanner and read out to the outside chip.

In this architecture, each pixel has a buffer amplifier to enable the PD to operate inan accumulation mode. Actually this buffer amplifier is a source follower; a currentload is employed in a column line. This type of a pixel is called as an active pixelsensor (APS) [30]. Figure 19 shows the circuits of APS. In the figure, the hatchedarea designates a pixel, which has one photodiode and three transistors(3T). Thusthis type of APS is called as 3T-APS. MRST is a reset transitor which charges the pnjunction capacitor CPD. When CPDis charged to about Vdd, MRST turns off and thenode VPD is floated. Incident light produeces photocurrent, which discharges CPD,and thus VPD gradually decreases. VPD appears in the vertical output line by thesource follower, MSF with the current load through the select transitor, MSEL.

The advantage of a CMOS image sensor is its low voltage operation and lowpower consumption compared with a CCD (charge coupled device) image sensor.This advantage is suitable when it is implanted into the eye. In [4], a micro CMOScamera is implanted in the crystalline lens as shown in Fig. 20. The output of theCMOS image sensor is connected to the stimulator which stimulates the optic nerve.

Page 19: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 19

Ver

tical

Sca

nner

Signal Output

Ver

tical

Out

put L

ine

Horizontal Control Line

Pixel PD

CSH

Select MOSSwitch MSEL

Row#1

Row#2

Row#3

Col. #1 Col. #

Col. #

Horizontal Scanner

ReadoutCircuits

Buffer

Ver

tical

Sca

nner

Signal Output

Ver

tical

Out

put L

ine

Horizontal Control Line

Pixel PD

CSH

Select MOSSwitch MSEL

Row#1

Row#2

Row#3

Col. #1 Col. #

Col. #

Horizontal Scanner

ReadoutCircuits

Buffer

Fig. 18 The architecture of a CMOS image sensor. Each pixel has a PD and a buffer amplifier. Thevertical scanner accesses the pixels in a row line, and the horizontal sanner accesses the sampleand hold capacitor CSH, which stores the output signal from each pixel.

3.4.3 Log sensor

A conventional image sensor responds linearly to the input light intensity. A logsensor is based on the subthreshold operation mode of MOSFET [30]. A log sensorpixel uses the direct current mode, because the current mirror configuration is alog sensor structure when the photocurrent is so small that the transistor enters thesubthreshold region. Another application of log sensors is for wide dynamic rangeimage sensors. Figure 21 shows the basic pixel circuit of a logarithmic CMOS imagesensor. In the subthreshold region, the MOSFET drain currentId is very small andexponentially increases with gate voltageVg:

Id = Ioexp

(e

mkBT(Vg−Vth)

), (7)

whereIo andm are constant values.

Page 20: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

20 JunOhta

Vdd

MRST

MSEL

MSF

CPD

Pixel

VPD

CurrentLoad

PD

Horizontal Control Line

Ver

tical

Out

put L

ine

Vdd

MRST

MSEL

MSF

CPD

Pixel

VPD

CurrentLoad

PD

Horizontal Control Line

Ver

tical

Out

put L

ine

Fig. 19 The schematic of an active pixel sensor (APS).

Fig. 20 A micro CMOS image sensor implanted in the crystalline lens. Capture image data is pro-cessed in edge data, which is used to stimulate optic nerve. Source: [4] with permission,c©IEEE.

Although a log sensor has a wide dynamic range over 100 dB, it has some dis-advantages, such as low photosensitivity especially in the low illumination region,slow response due to subthreshold operation, and a relatively large variation of thedevice characteristics due to subthreshold operation. As the response of the humanphotoreceptor is logalithmic, it is natural to use a log-sensor for artificial reina. Thedisadvantages mentioned above are not so harmuful when it is used in artificialretina, because at present the resolution is not so high and a high speed responseis not required. Figure 22 shows pixel circuits employed with a log-sensor. In this

Page 21: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 21

IphPD

Vdd

Vout

IphPD

Vdd

Vout

Fig. 21 Pixel circuit of a log CMOS image sensor.

architecture, one log-sensor is used to obtain ambient illumination level and the out-put of pixel is the difference betwen the local illulmination level and the ambient orglobal illumination level [8], [38]. This process mimics the response of human retinawhere the response is adaptive to the ambient illumination level. As such our retinaachieves ultra wide dynamic range from the condition of a star night to midsummer.Figure 23 shows the microphotograp of the fabricated chip.

Local PD

Input Light

GlobalPD

Ambient Light

+

-

Discharge for charge balance

Stimulus electrode

Local PD

Input Light

GlobalPD

Ambient Light

+

-

Discharge for charge balance

Stimulus electrode

Fig. 22 Pixel circuit of a log CMOS image sensor [8].

3.4.4 Photosensor Based on Pulse frequency modulation

The output in a convnetional APS pixel is analog value. In PFM (Pulse frequencymodulation) based photosensor, the output is a stream of digital pulses and the pulse

Page 22: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

22 JunOhta

Active pixel array

Direct stimulationtest electrodes

Photo diode

TiN electrode

Active pixel array

Direct stimulationtest electrodes

Photo diode

TiN electrode

Fig. 23 Pixel circuit of a log CMOS image sensor. Source: [38] with permissionc©IEEE.

frequency is propotional to the input lithg intensity. Figure 24 shows basic circuitsof PFM (pulse frequency modulation). In a photosensor based on PFM, when the

DelayCircuitDelayCircuit Output Pulse

Input Light, P

Vdd

VPD VOUT

VINV

Delay: td

CPD

PD

Mrst

INV

timeLigh

t Int

ensi

ty

timeLigh

t Int

ensi

ty

timeLigh

t Int

ensi

ty

time

Output Pulse Input Light Intensity

time

Output Pulse Input Light Intensity

)(

)(1

thPDPD

ph

dph

thPDPD

VVC

PR

tPR

VVCf

+−=−

f

Rph: PD sensitivityVth: Inverter threshold

DelayCircuitDelayCircuit Output Pulse

Input Light, P

Vdd

VPD VOUT

VINV

Delay: td

CPD

PD

Mrst

INV

timeLigh

t Int

ensi

ty

timeLigh

t Int

ensi

ty

timeLigh

t Int

ensi

ty

time

Output Pulse Input Light Intensity

time

Output Pulse Input Light Intensity

)(

)(1

thPDPD

ph

dph

thPDPD

VVC

PR

tPR

VVCf

+−=−

f

Rph: PD sensitivityVth: Inverter threshold

Fig. 24 Pixel circuit of a PFM-based photosensor.

accumulation signal reaches the threshold value, the output signal is produced, theaccumulated charges are reset and accumulation starts again. Repeating this pro-cess, the output signals continue to be produced. The frequency of the output signalproduction is proportional to the input light intensity. PFM-like coding systems arefound in biological systems [28], which have inspired the pulsed signal processing[24, 21]. Beside the similarity with biological systems, PFM may be effective toadjusting the intensity of evoking neural cells. When pulse amplitude increases, theregion of evoking retinal cell may increase; this possibly results in the larger size ofphosphen and not in the stronger intensity of phosphen. On the contorary, when thepulse frequency is higher, then the intensity of phosphen may be stronger. Figure25 is a block diagram of a reinal stimulator embedded in a PFM-based photosen-

Page 23: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 23

sor. The input light intensity is covnerted into the pulse frequency by a PFM-basedphotosensor, and the votage pulse train is processed in a biphasic current pulse trainfor stimulating retinal cells effectively. Figure 26 shows the chip photograps of theartificial reina IC.

PFMphotosensor

Imageprocessing

unit

Stimulusamplitudememory

(3-bit)

3-bit

Col

umn

sele

ct

3-bit exp.current D/A

Currentbuffer

To neighbors

From neighbors

Stimulus current bus

Stimulus level bus

Row-parallelcurrent

generator

Pixel

AND

Signal flow for Signal flow for stimulationstimulation

Biphasic stimulus current

Electrode

Retinalcell

Fig. 25 Block diagram of a pixel with a PFM-based photosensor and signal processing [33]

Fig. 26 A chip photo of a PFM-based artificial retina IC. [33],

Page 24: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

24 JunOhta

This artificial retina IC is used to evoke retina detached from a frog. The Ptelectrode is formed on a pad region made of Al. The detached retina is placed onthe chip and IR light is incident in the chip through the retina. It is noted that the chipresponds to the IR light but the retina does not respond to the IR light. The reinalcells are monitored by inserting a recording wire electrode. The whole system isimmersed in a Ringer solution. The chip is protected with an expoxy resin againstthe water. Figures 27(a) and (b) shows the experimental setup. Experimental resultshows in Fig. 27, where the firing rate of ganglion cells are plotted as a function ofillumination intensity. The firing rate increases in proprotional to the light intensityor pulse freqency in this chip.

PFM Sensor Chip

AuEpoxy Mold

CounterElectrode

RecordElectrode Reference

Electrode

Vref

+-

CounterElectrode

RecordElectrode Reference

Electrode

Vref

+-

Retina

Stimulus Electrode

Ringer Solution

PtStimulusStimulusStimulus

RecordElectrodeRecordRecordEElectrodelectrode

CounterCounterEElectrodelectrode

Stimulus ElectrodeStimulus Electrode

NIR

~850nm

Ag W

10

100

0.1 1 10Illumination [lux]

Firi

ng R

ate

[%]

(a)(b)

(c)

PFM Sensor Chip

AuEpoxy Mold

CounterElectrode

RecordElectrode Reference

Electrode

Vref

+-

CounterElectrode

RecordElectrode Reference

Electrode

Vref

+-

Retina

Stimulus Electrode

Ringer Solution

PtStimulusStimulusStimulus

RecordElectrodeRecordRecordEElectrodelectrode

CounterCounterEElectrodelectrode

Stimulus ElectrodeStimulus Electrode

NIR

~850nm

Ag W

10

100

0.1 1 10Illumination [lux]

Firi

ng R

ate

[%]

(a)(b)

(c)

Fig. 27 Setup and results ofin vitro experiments using detached frog’s retina on a stimulator em-bedded with a PFM-photosensor. (a) shows the photograph of the top view in electrophysiologicalsetup, (b) illustrates the experimental setup, and (c) experimental results.

Page 25: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 25

3.5 Power/Data transmission

In implantable medical devices, transmitting power and data form external body tointernal body is of great important. The inductive coupling of two coils, a primarycoil outside a body and a secondary coil inside a body, is generally used in reti-nal prosthesis system, which is the same as in artificial cochlear system. Howerver,there is some difference between them. First, the installation place of a secondarycoil in retinal prosthesis is three candidates; inside the crystalline lens, on an epis-clera space, and in a subcateneous space behind the ear. In artificial cochlear, theinstallation place is the last one; a subcateneous space behind the ear. These typesof installation have advantages and disadvantages. The first type realizes a completeintraocular implantation; all of the parts are implanted inside the eye. The disad-vantage is the geometrical relation between the two coils varies so that the powertransmissio efficiency easily changes. Also the implantation place is very limited.The second type is all parts are in the eye. The space for implantation is relativelyalleviated compared the first type. This type has the same disadvantage like the firsttype. In the third type, the place of the secondary coil is fixed so that the efficiencyis constant. The disadvantage of this type lies in the difficulties of the surgery. Thedistance between the second coil and the stimulator is much longer than the othertwo types. Surgical operation is complicated; the collaboration of ophthalmologist,otolaryngologist, and neurosurgeon are required.

In the present stage, the number of electrodes in retinal prosthesis are quite few,but in near future, over 1000 electrodes will be realized. If the amount of the data tobe transmitted is small, then power and data can be transmitted by using the samecoil system. However, if the data is produced by the image taken by a camera withmedium data size, it is difficult to transmit such large size of data through the samecoil system. Another solution is to use optical communication by data transmission,while the power is transmitted through coils.

Table 2 shows specifications of reported transmissio systems for retinal prosthe-ses.

Table 2 Power/data transmission system in retinal prosthesis

Institute/Project Boston SecondSight IMI EPIRETType Sub Epi Epi EpiPower carrier freq. 13.56MHz 16MHz 13.56MHz 13.56MHzModulation ASK DBPSK Optical ASKData rate 50-700bps 2Mbps 1Mbps 200kHzSupplied power ±2.5V ±1.7V ±10V ∼ 100µASecondary coil Episclera SC space behind ear Episclera LensBack telemetry NA Yes Yes NAReference [46] [23] [13] [37]

Page 26: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

26 JunOhta

4 Case studies: Artificial retina device for over 1000 electrodes

4.1 Multiple microchip architecture

In order to realize better vision through a retinal prosthesis, over 1,000 electrodeswould be preferable [3]. When increasing the number of electrodes, we are facedwith problems associated with interconnection between electrodes and external leadwires with good mechanical flexibility. Specifically, the stimulator must be bent tomatch the curvature of the eyeball.

Figure 28 shows the methods used to realize a stimulus electrode array [32]. Adirect connecting method, which is commonly used in retinal prosthesis devices, isshown in Fig. 28(a), where each electrode is directly connected by a lead wire. It isdifficult to increase the number of electrodes in this method.

StimulusElectrode

ExternalLead Wires

ConnectionLine

FlexibleSubstrate

(a) (b)

CMOS micro chip

H-Scanner

V-S

cane

rCMOS chip

(c)

StimulusElectrode

ExternalLead Wires

ConnectionLine

FlexibleSubstrate

StimulusElectrode

ExternalLead Wires

ConnectionLine

FlexibleSubstrate

(a) (b)

CMOS micro chipCMOS micro chip

H-Scanner

V-S

cane

r

H-Scanner

V-S

cane

rCMOS chip

(c)

Fig. 28 Methods for increasing stimulus electrodes in retinal prosthesis device. (a) direct connec-tion, (b) introducing scanners on a CMOS chip, (d) multiple microchip architecture. Source: [32],wth permission.

It is a good idea to introduce a CMOS-based chip in the stimulator because scan-ning circuits (scanner) can be integrated in order to reduce the amount of wiring,as shown in Fig. 28(b). Random access can be implemented using decoder circuitsinstead of scanners. For implantation, the CMOS-based stimulator is preferable tobe thin and flexible in order to fit the eye and to avoid damaging tissue. However,silicon is rigid, and thinning of the CMOS chip increases the risk of breakage.

Page 27: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 27

To solve this problem, a smart stimulator that consists of a number of CMOS-based microchips distributed on a flexible substrate, as shown in Fig. 28(c) is pro-posed and demonstrated [47],[31],[32],[48]. Figure 29 shows the concept of mulit-ple microchip architecture and its cross-section. Each microchip incorporates sev-eral stimulus electrodes, which can be externally controlled to turn on and offthrough an external control circuit. In addition to solving the interconnections is-sue, CMOS-based stimulators offer several advantages, such as signal processing.To allow flexibility, we place several microchips on a flexible substrate in a dis-tributed manner. This stimulator has been developed primarily for STS, and also canbe applied to other methods, such as sub-retinal stimulation, which is mentioned insection??.

Fig. 29 Conceptual shcematics of multiple microchip based reitnal sitmulator.

4.1.1 Microchip specification

The microchip architecture has nine stimulation pads and four input lines, includingthe power supply lines. A block diagram of the chip is shown in Fig.??(a) [32]. Eachstimulation pad is assigned a unique four-bit address that can selectively activate oneof the nine electrodes on the microchip. The four input lines are VDD, GND, CTLR,and STIM. The VDD and GND lines are used for the power supply (VDD = 5 V),and control and stimulation can be achieved with only two lines, namely, CTLR

Page 28: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

28 JunOhta

and STIM. Each of the stimulation electrodes can be selected with the number ofthe pulses applied on the CTLR line. This is achieved by the microchip countingthe pulses applied on the CTLR line using a 10-bit address buffer. As shown inFig. ??(a), the lower four bits of the address buffer are used for electrode selection,and the upper six bits are used for chip identification. The stimulation current isprovided from outside the chip and is fed into the STIM terminal. One of the stim-ulation electrodes is selected depending on the value in the lower four bits of theaddress buffer. The six-bit address space for microchips facilitates the control of anarbitrary number of microchips (up to 64) using only one set of input lines. Conse-quently, the multi-chip stimulation device platform can configure a 64-chip devicewith 576 stimulation electrodes. In order to ensure flexibility, the microchip array isassembled at a pitch of 1,000 to 1,200µm. The microchips are diced from a motherchip, which is fabricated using 0.35µm standard CMOS technology. The motherchip contains 16 microchips. Figure 30(b) shows microphotographs of a motherchip and a microchip measuring 600µm× 600µm.

10-bit Address Buffer

Lower4 bits

Upper6 bits

ChipIdentification

STIM

CTRL

Enable

Stimulus Electrodes

Stimulus Electrodes

#6“0110”

#5“0101”

#1“0001”

#2“0010”

#3“0011”

#4“0100”

#7“0111”

#8“1000”

#9“1001”

(a) (b)

600 µm

00010001 00100010 00110011

01100110

100110011000100001110111

01000100

VDDVDD GNDGND

VDDVDD GNDGND

CONTCONT CONTCONT

STIMSTIM STIMSTIM

01010101

10-bit Address Buffer

Lower4 bits

Upper6 bits

ChipIdentification

STIM

CTRL

Enable

Stimulus Electrodes

Stimulus Electrodes

#6“0110”

#5“0101”

#1“0001”

#2“0010”

#3“0011”

#4“0100”

#7“0111”

#8“1000”

#9“1001”

(a) (b)

600 µm

00010001 00100010 00110011

01100110

100110011000100001110111

01000100

VDDVDD GNDGND

VDDVDD GNDGND

CONTCONT CONTCONT

STIMSTIM STIMSTIM

01010101

Fig. 30 Block diagram of a microchip. Source:[32], with permission.

4.1.2 Stimulator specificaton

Figure 31 shows the fabricated retinal stimulator based on the multiple microchiparchitecture [48]. The four microchips are placed on a flexible polyimide substrateusing flip-chip bonding technology. The thickness of the chip is approximately 50µm. The total thickness of the stimulator is approximately 200µm. On the front

Page 29: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 29

side, nine Pt bulk electrodes are formed on one microchip, so that, in this case, 36stimulus electrodes are used in the stimulator. The electrode is formed on an Al padof the microchip using stud bump technology. With the exception of the stimuluselectrodes, the surface of the stimulator is covered with epoxy resin or palylene. Asshown in Fig.??, the fabricated stimulator can be bent easily, and the radius in thiscase is approximately the same as that of the rabbit eyeball, i.e., 1.7 mm.

Fig. 31 The fabricated retinal stimulator based on multiple microchip architecture. Source: [48],with permission.

4.1.3 In vivoexperiment

In vivo experiment in which we implanted the fabricated stimulator into the scleralpocket of a rabbit eye using an operation procedure described in [32]. The rabbitwas anesthetized. Figure 32 shows the experimental setup.

The recording electrode used to measure the electrical evoked potential (EEP)was a stainless-steel screw. The electrode was screwed into the skull at the areaof the visual cortex so that the tip touched the dura mater. The reference electrodewas screwed into the bregma. The stimulator was inserted into a pocket formed insclera. A return electrode was inserted into the vitreous cavity. Monophasic 0.5-ms-duration pulses with anodic polarity were used to elicit the EEPs.

Figure 33 shows the experimental results for the EEPs, where ”p1” was con-cluded to be the EEP signal from the ganglion cells because of the latency of thesignal. Based on p1, the threshold is approximately 100µA (¡ 1 mC/cm2). For eachstimulus electrode, a clear EEP signal was obtained. These experimental resultsclearly demonstrate that any one electrode among the 36 electrodes can be assignedto be the stimulus electrode, which can be used to stimulate retinal cells.

Page 30: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

30 JunOhta

A stimulus device is inserted into a sclera pocket

RabbitRabbitRabbit

Control system

Stimulus device

Wire cables

(a) (b)

A stimulus device is inserted into a sclera pocket

RabbitRabbitRabbit

Control system

Stimulus device

Wire cables

(a) (b)

Fig. 32 In vivo experiment using the fabricated retinal stimulator. (a) the stimulator inserted intothe sclearal pocket of a rabbit eye. (b) The experimental setup.

Left eyeStimulus

Rightbrain

Lambda

Bregma

A

B

Stimulus Start 30 ms

100

µV

(a) (b)

Left eyeStimulus

Rightbrain

Lambda

Bregma

A

B

Left eyeStimulus

Rightbrain

Lambda

Bregma

A

B

Stimulus Start 30 ms

100

µV

Stimulus Start 30 ms

100

µV

30 ms

100

µV

(a) (b)

Fig. 33 EEP signals obtained by the retinal sitmulator based on a mulitple microchip architecture.Source [48], with permission.

Page 31: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 31

4.2 Mulitple microchip-based retinal stimulator withlight-controlled function

A microchip has the same structure described previously except for embedded alight-sensing function in the chip as shown in Fig. 34. A stimulus current is con-trolled by the light impinged on a microchip. When the light intensity reaches athreshold value of the inverter in Fig.34, the stimulus current control switch is turnedon, and the stimulus current flows into retinal cells. The architecture of the mir-cochip with light-controlled function is shown in Fig. 35.

Fig. 34 A photograph of a microchip with light controlled function (a) and the circuits of thephotosensor (b). Source: [34], with permission.

The fabricated stimulator was implanted into a pocket formed in the sclera of arabbit eye as shown in Fig. 36. Near infrared (NIR) LED array was illuminated onthe eye where the stimulator was implanted. It is noted that NIR light cannot evokesphotoreceptors and can penetrate the epithelium and some thickness of the scleraof a rabbit. EEP signal was measured through the screw electrodes set in a visualcortex. After implanting the stimulator, we confirmed that VEP (visual evoked po-tential) signal was not measured by NIR light used in this experiment before themeasurement of EEP signal. When NIR light incidents on the eye, a clear EEP sig-nal was obtained as shown in Fig. 36, and thus the stimulation of retinal cells weresuccessfully demonstrated. The threshold of the stimulus current was about 100µA,which is the same as in the previous experiment.

Page 32: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

32 JunOhta

Address buffer(asynchronous counter)

CONT

STIM

Chip ID

Electrode

Address

Chip/ElectrodeSelect

Reset

Power OnReset

Electrodecontrol1 9

Electrodecontrol1 9

Electrodecontrol1 9

CMOS Switch#1 - #9

Electrodecontrol1 9

Electrodecontrol1 9

Electrodecontrol1 9 Electrode#1 - #9

6-bit AND

Photosensor

Stimulation On/OFF

CONT

Sensitivitycontrol

StimulationCurrent

(a)

(b)

Address buffer(asynchronous counter)

CONT

STIM

Chip ID

Electrode

Address

Chip/ElectrodeSelect

Reset

Power OnReset

Electrodecontrol1 9

Electrodecontrol1 9

Electrodecontrol1 9

CMOS Switch#1 - #9

Electrodecontrol1 9

Electrodecontrol1 9

Electrodecontrol1 9

CMOS Switch#1 - #9

Electrodecontrol1 9

Electrodecontrol1 9

Electrodecontrol1 9 Electrode#1 - #9

Electrodecontrol1 9

Electrodecontrol1 9

Electrodecontrol1 9 Electrode#1 - #9

6-bit AND

Photosensor

Stimulation On/OFF

CONT

Sensitivitycontrol

StimulationCurrent

(a)

(b)

Fig. 35 A block diagram of a microchip with light-controlled function (a) and timing diagram ofthe microchip (b). Source: [34], with permission.

Fig. 36 In vivoexperiment for EEP. (a) Experimental setup. (b) EEP signals obtained in the exper-iment. Source: [34], with permission.

Page 33: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 33

References

1. A. Asher, W.A. Segal, S.A. Baccus, L.P. Yaroslavsky, and D. Palanker. Image Processign for aHigh-Resolution Optoelectronic Retinal Prosthesis.IEEE Trans. Biomedical Eng., 54(6):993–1004, July 2007.

2. G.S. Brindley and W.S Lewin. The visual sensations produced by electrical stimulation of themedical occiital cortex.J. Physiol., 194(2):54–59, February 1968.

3. Kichul Cha, Kenneth W. Horch, and Richard A. Normann. Mobility performance with apixelized vision system.Vision Research, 32(7):1367–1372, 1988.

4. X. Chaia, U. Li, K. Wu, C. Zhou, P. Caho, and Q. Ren. Optic nerve stimulation with penetrat-ing electrode array.IEEE Eng. Med. & Bio. Mag., 27:20–28, SeptemberNovember 2008.

5. A.Y. Chow, V.Y. Chow, K. Packo, J. Pollack, G. Peyman, and R. Schuchard. The artificialsilicon retina microchip for the treatment of vision loss from retinitis pigmentosa.Arch. Oph-thalmol., 122(4):460–469, 2004.

6. A. Demosthenous, I.F. Triantis, and X. Liu.Circuits for Implantable Neural Recording andStimulation, chapter 11. Artech House, Inc., Norwood, MA, 2008.

7. W.H. Dobelle. Artificial vision for the blind by connecting a television camera to the visualcortex.ASAIO J.(American Soc. Artificial Internal Organs J.), 46:3–9, 2000.

8. A. Dollberg, H.G. Graf, B. Hofflinger, W. Nisch, J.D. Schulze Spuentrup, K. Schumacher, andE. Zrenner. A Fully Testable Retinal Implant. InProc. Int’l. Conf. Biomedical Eng., pages255–260, Salzburg, June 2003.

9. Wendy Franks, Iwan Schenker, Patrik Schmutz, and Andreas Hierlemann. Impedance Charac-terization and Modeling of Electrodes for Biomedical Applications.IEEE Trans. BiomedicalEng., 52(7):1295–1302, July 2005.

10. T. Fujikado, T. Morimoto, H. Kanda, S. Kusaka, K. Nakauchi, M. Ozawa, K. Matsushita,H. Sakaguchi, Y. Ikuno, M. Kamei, and Y. Tano. Evaluation of phosphenes elicited by ex-traocular stimulation in normals and by suprachoroidal transretinal stimulation in patientswith retinitis pigmentosa.Graefes Arch. Clin. Exp. Ophthalmol., 245:1411–1419, 2007.

11. T. Furumiya, D. C. Ng, K. Yasuoka, K. Kagawa, T. Tokuda, M. Nunoshita, and J. Ohta. Func-tional verification of pulse frequency modulation-based image sensor for retinal prosthesisby in vitro electrophysiological experiments using frog retina.Biosensors & Bioelectron.,21(7):1059–1068, January 2006.

12. The Eye Diseases Prevalence Research Group. Causes and Prevalence of Visual ImpairmentAmong Adults in the United States.Arc. Ophthalmol., 122(4):477–485, April 2004.

13. R. Hornig, T. Laube, P. Walter, M. Velikay-Parel, N. Bornfeld, M. Feucht, H. Akguel,G. Rossler, N. Alteheld, D. L. Notarp, J. Wyatt, and G. Richard. A method and technicalequipment for an acute human trial to evaluate retinal implant technology.J. Neural Eng.,2(1):S129–S134, 2005.

14. M.S. Humayun, M. Prince, E. de Juan, Y. Barron, M. Moskowitz, I.B. Klock, and A.H. Milam.Morphometric analysis of the extramacular retina from postmorten eyes with retinitis pigmen-tosa.Invest. Ophthalmology & Visual Sci., 40:143–148, 1999.

15. M.S. Humayun, J.D. Weiland, G.Y. Fujii, R. Greenberg, R. Williamson, J. Little, B. Mech,V. Cimmarusti, G.V. Boeme, G. Dagnelie, and E.de Juan Jr. Visual perception in a blindsubject with a chronic microelectronic retinal prosthesis.Vision Research, 43:2573–2581,2003.

16. J.F. Rizzo III, L. Snebold, and M. Kenny.Development of a Visual Prosthesis: A Review ofthe Field. Human Press Inc., Totowa, NJ, 2007.

17. J.F. Rizzo III, J. Wyatt, J. Loewenstein, S. Kelly, and D. Shire. Methods and PerceptualThresholds for Short-Term Electrical Stimulation of Human Retina with Microelectrode Ar-rays. Invest. Ophthalmology & Visual Sci., 44(12):5355–5361, December 2003.

18. K. Kagawa, K. Yasuoka, D. C. Ng, T. Furumiya, T. Tokuda, J. Ohta, and M. Nunoshita. Pulse-domain digital image processing for vision chips employing low-voltage operation in deep-submicron technologies.IEEE Selcted Topic Quantum Electron., 10(4):816–828, July 2004.

Page 34: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

34 JunOhta

19. M. Kamei, T. Fujikado, H. Kanda, T. Morimoto, K. Nakauchi, H. Sakaguchi, Y. Ikuno,M. Ozawa, S. Kusaka, and Y. Tano. Suprachoroidal-Transretinal Stimulation (STS) Artifi-cial Vision System for Patients with Retinitis Pigmentosa.Invest. Ophthalmology & VisualSci., 47:E–Abstract 1537, 2006.

20. H. Kanda, T. Morimoto, T. Fujikado, Y. Tano, Y. Fukuda, and H. Sawai. ElectrophysiologicalStudies of the Feasibility of Suprachoroidal-Transretinal Stimulation for Artificial Vision inNormal and RCS Rats.Invest. Ophthalmology & Visual Sci., 45(2):560–566, 2004.

21. T. Lehmann and R. Woodburn. Biologically-inspired learning in pulsed neural networks. InG. Cauwenberghs and M.A. Bayoumi, editors,Learning on silicon: adaptive VLSI neuralsystems, pages 105–130. Kluwer Academic Pub., Norwell, MA, 1999.

22. W. Liu and M.S. Humayun. Retinal Prosthesis. InDig. Tech. Papers Int’l Solid-State CircuitsConf. (ISSCC), pages 218–219, San Francisco, CA, February 2004.

23. W. Liu, K. Vichienchom, M. Clements, S.C. DeMarco, C. Hughes, E. McGucken, M.S. Hu-mayun, E. de Juan, J.D. Weiland, and R. Greenberg. A Neuro-Stimulus Chip with TelemetryUnit for Retinal Prosthetic Device.IEEE J. Solid-State Circuits, 35:1487–1497, October 2000.

24. W. Maass and C.M. Bishop, editors.Pulsed Neural Networks. The MIT Press, Cambridge,MA, 1999.

25. Research Report by Ministry of Health, Labour and Welfare of Japan, 2005.26. J.T. Mortimer.Electrical Excitation of Nerve, chapter 3. Prentice-Hall, Inc., Englewood Cliffs,

NJ, 1990.27. D. C. Ng, T. Furumiya, K. Yasuoka, A. Uehara, K. Kagawa, T. Tokuda, M. Nunoshita, and

J. Ohta. Pulse Frequency Modulation-based CMOS Image Sensor for Subretinal Stimulation.IEEE Trans. Circuits & Systems II, 53(6):487–491, June 2006.

28. J.G. Nicholls, A.R. Martin, B.G. Wallace, and P.A. Fuchs.From Neuro To Brain. SinauerAssociates, Inc., Sunderland, MA, 4th edition, 2001.

29. Richard A. Normann, Bradley A. Greger, Paul House, Samuel F. Romero, Francisco Pelayo,and Eduardo Fernandez. Toward the development of a cortically based visual neuroprosthesis.J. Neural Eng., 6(2):1–8, 2009.

30. J. Ohta.Smart CMOS Image Sensors and Applications. CRC Press, Boca Raton, FL, 2007.31. J. Ohta, T. Tokuda, K. Kagawa, T. Furumiya, A. Uehara, Y. Terasawa, M. Ozawa, T. Fujikado,

and Y. Tano. Silicon LSI-Based Smart Stimulators for Retinal Prosthesis.IEEE Eng. Medicine& Biology Magazine, 25(5):47–59, October 2006.

32. J. Ohta, T. Tokuda, K. Kagawa, S. Sugitani, M. Taniyama, A. Uehara, Y. Terasawa,K. Nakauchi, T. Fujikado, and Y. Tano. Laboratory Investigation of Microelectronics-BasedStimulators for Large-Scale Suprachroidal Transretinal Stimulation (STS).J. Neural Eng.,4(1):S85–S91, 2007.

33. J. Ohta, T. Tokuda, K. Kagawa, Y. Terasawa, M. Ozawa, T. Fujikado, and Y. Tano.Large-scaleIntegration-Based Stimulus Electrodes for Retinal Prosthesis. Springer, New York, NY, 2007.

34. Jun Ohta, Takashi Tokuda, Kohei Hiyama, Shigeki Sawamura, Kiyotaka Sasagawa, KentaroNishida, Yoshiyuki Kitaguchi, Motohiro Kamei, Takashi Fujikado, and Yasuo Tano. Reti-nal stimulator embedded with light-sensing function in distributed microchip architecture forsubretinal implantation. InInt’l Image Sensor Workshop, Bergen, Norway, June 2009.

35. M. Ortmanns, A. Rocke, M. Gehrke, and H.-J. Tiedtke. A 232-Channel Epiretinal StimulatorASIC. IEEE J. Solid-State Circuits, 42(12):2946–2959, December 2007.

36. L.S. Robblee and T.L. Rose.Electrochemical Guidelines for Selection of Protocols and Elec-trode Materials for Neural Stimulation, chapter 2. Prentice-Hall, Inc., Englewood Cliffs, NJ,1990.

37. Gernot Roessler, Thomas Laube, Claudia Brockmann, Thomas Kirschkamp, Babac Mazinani,Michael Goertz, Christian Koch, Ingo Krisch, Bernd Sellhaus, Hoc Khiem Trieu, JoachimWeis, Norbert Bornfeld, Harald Ro”othgen, Arthur Messner, Wilfried Mokwa, and Peter Wal-ter. Implantation and Explantation of a Wireless Epiretinal Retina Implant Device: Observa-tions during the EPIRET3 Prospective Clinical Trial.Invest. Ophthalmology & Visual Sci.,50(6):3003–3008, June 2009.

Page 35: Artificial Retina IC - KAISTssl.kaist.ac.kr/2007/data/link_GHK/Chapter 15. Artificial reina IC.pdf · Artificial Retina IC Jun Ohta 1 Introduction Artificial retina or, in general,

Artificial Retina IC 35

38. A. Rothermell, L. Liu, N.P. Aryan, M. Fischer, J. Wuenschmann, S. Kibbel, and A. Harscher.A CMOS Chip With Active Pixel Arrya and Spceific Test Features for Subretinal Implantation.IEEE J. Solid-State Circuits, 44(1):290–300, January 2009.

39. H. Sakaguchi, M. Kamei, T. Fujikado, E. Yonezawa, M. Ozawa, C. Cecilia-Gonzalez,O. Ustariz-Gonzalez, H. Quiroz-Mercado, and Y. Tano. Artificial vision by direct optic nerveelectrode (AV-DONE) for a blind patient with retinitis pigmentosa.Invest. Ophthalmology &Visual Sci., 49:S4044, 2008.

40. A. Santos, M.S. Humayun, E. de Juan, R.J. Greenburg, M.J. Marsh, I.B. Klock, and A.H.Milam. Preservation of the inner retina in retinitis pigmentosa; a morphometric analysis.Arc.Ophthalmol., 114:40–46, 1996.

41. M. Schwarz, R. Hauschild, B.J. Hosticka, J. Huppertz, T. Kneip, S. Kolnsberg, L. Ewe, andH.K. Trieu. Single-Chip CMOS Image Sensors for a Retina Implant System.IEEE Trans.Circuits & Systems II, 46(7):870–877, July 1999.

42. G.J. Suaning and N.H. Lovell. CMOS Neurostimulation ASIC with 100 Channels, ScaleableOutput, and Bidirectional Radio-Frequency Telemetry.IEEE Trans. Biomedical Eng.,48(2):248–260, February 2001.

43. T. Tanaka, K. Sato, K. Komiya, T. Kobayashi, T. Watanabe, T. Fukushima, H. Tomita,H. Kurino, M. Tamai, and M. Koyanagi. Fully Implantable Retinal Prosthesis Chip withPhotodetector and Stimulus Current Generator. InTech. Dig. Int’l Electron Devices Meeting(IEDM), pages 1015 – 1018, Washington, DC, December 2007.

44. Y. Terasawa, H. Tashiro, A. Uehara, T. Saito, , M. Ozawa, T. Tokuda, and J. Ohta. The devel-opment of a multichnanel electrode array for retinal prosthesis.J. Artif. Organs, 9(4):263–266,2006.

45. Y. Terasawa, A. Uehara, E. Yonezawa, T. Saitoh, K. Shodo, M. Ozawa, Y. Tano, and J. Ohta. AVisual Prosthesis with 100 Electrodes Featuring Wireless Signals and Wireless Power Trans-mission.IEICE Electronics Express, 5(15):574–580, 2008.

46. L.S. Theogarajan. A Low-Power Fully Implantable 15-Channel Retinal Stimulator Chip.IEEEJ. Solid-State Circuits, 43(10):2322–2377, October 2008.

47. T. Tokuda, Y.-L. Pan, A. Uehara, K. Kagawa, M. Nunoshita, and J. Ohta. Flexible and ex-tendible neural interface device based on cooperative multi-chip CMOS LSI architecture.Sen-sors & Actuators A, 122(1):88–98, July 2005.

48. T. Tokuda, S. Sugitani, M. Taniyama, A. Uehara, Y. Terasawa, K. Kagawa, M. Nunoshita,Y. Tano, and J. Ohta. Fabrication and validation of a multi-chip neural stimulator forin vivoexperiments toward retinal prosthesis.Jpn. J. Appl. Phys., 46(4B):2792–2798, April 2007.

49. C. Veraart, M.C. Wanet-Defalque, B. Gerard, A. Vanlierde, and J. Delbeke. Pattern recognitionwith the Optic Nerve Visual Prosthesis.Artif. Organs, 11:996–1004, 2003.

50. B.A. Wandell.Foundations of Vision. Sinauer Associates, Inc., Sunderland, MA, 1995.51. http://www.who.int/mediacentre/factsheets/fs282/en/index.html.52. K.D. Wise, D.J. Anderson, J.F. Hetke, D.R. Kipke, and K. Najafi. Wireless Implantable Mi-

crosystems: High-Density Electronic Interfaces to the Nervous System.IEEE Proc., 92(1):76–97, January 2004.

53. E. Zrenner. Will Retinal Implants Restore Vision?Science, 295:1022–1025, February 2002.