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7/4/18
1
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ARTIFICIAL INTELLIGENCE FOR ACCELERATED GROWTH
TRANSVERSAL TECHNOLOGIES ENABLE AMBITIOUS APPLICATION SCENARIOS
AI
7/4/18
2
AI BIGDATA
COMPUTEPOWER
AMAZONGOOGLE
FACEBOOKAPPLE
ALIBABABAIDU
TENCENTXIAOMI
AI BIGDATA
COMPUTEPOWER
SECURE DISTRIBUTED AI
APPLICATION SPECIFIC AI
7/4/18
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COMPREHENSIVE
INCLUSIVE
COMBININGACADEMIC EXCELLENCE
DIGITAL TECHNOLOGY LEADERSHIPINDUSTRY LEADERSHIP
APPLICATION POTENTIAL
7/4/18
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GROUNDBREAKINGFOUNDATIONAL RESEARCH
APPLIED R&D PLATFORM BUILDING
INDUSTRYSUPPORT ACTIONS
OUTREACH, EDUCATION AND POLICY SUPPORT
COMPREHENSIVE & INDUSTRY DRIVEN
GENERAL PUBLICPOLICY MAKERS
ACADEMIC PARTNERS
STRATEGIC RESEARCH
INDUSTRY
Strengthen AI impact on industrial processes
Strengthen AI impact on Offering of companies
Strengthen AI impact on Business models
New start-ups / scale-ups in AI and related domains
Add
ress
ing
indu
stry
nee
ds
Build
ing
on s
tren
gths
10
GROUNDBREAKING
FOUNDATIONAL RESEARCH
APPLIED R&D PLATFORM BUILDING
INDUSTRYSUPPORT ACTIONS
OUTREACH, EDUCATION AND POLICY SUPPORT
A CONTINUUM FROM EXPLORATION TO IMPLEMENTATION WITH ALL KEY FLEMISH STAKEHOLDERS
Strategic foundational research and tech. exploration
Applied R&D and platform building
Implementation and demonstration in applications
Outreach – education – Awareness creation
Guiding measures and policies wrt all aspects of societyApplication
Domain
7/4/18
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A CONTINUUM FROM EXPLORATION TO IMPLEMENTATION WITH KEY FLEMISH STAKEHOLDERS
ApplicationDomain
ApplicationDomain
ApplicationDomain
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GENERAL PUBLICPOLICY MAKERS
ACADEMIC PARTNERS
STRATEGIC RESEARCH
INDUSTRY
PERSONALISEDHEALTH
SMARTMOBILITY
SMARTINDUSTRY
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SMART INDUSTRYSMART
INDUSTRY
Smaller production series – faster product updatesMore variability – different product flavorsReduce shipping cost…
Digital Factory TwinSmarter quick learning cobotsHuman-machine interaction Augmented and virtual realitySensors monitoring the factory floor, SafetyHighly skilled workers
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SMART INDUSTRYSMART
INDUSTRY
Innovation, validation and demonstration in vehicle industry, in the machine building industry and in production environments
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15
SMARTMOBILITY
SMART MOBILITYReduce congestion
Improve safety
Reduce social exclusion
Improve sustainability
Regain public space
Shared Situational Awareness
Intelligent Intersections
Joint & Synchromodal scheduling
Spare capacity tracking
Mobility shaping
Last mile delivery
END GOALS
ENABLING USE CASES
mob
i
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SMARTMOBILITY
SMART MOBILITY
SHARED WIRELESS CONNECTIVITY
v3v2
v1
DISTRIBUTED INTELLIGENCE &SENSOR FUSION
OPEN DIGITAL TRANSPORT TWIN
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PERSONALISEDHEALTH
PERSONALISED HEALTH
Smart meter
Domotics
Dx
IT
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PERSONALISEDHEALTH
PERSONALISED HEALTH
Data fusion
@datacenter
@extreme edge EHR
Patient Doctor Government Industry Insurer
AI
TrustedSecure
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PERSONALISEDHEALTH
PERSONALISED HEALTH
Leading R&D organizations in all disciplines Reputation for clinical trials and biotech ecosystem
FIT FIT
……
20
SMARTMOBILITY
SMARTINDUSTRY
PERSONALISEDHEALTH
TECHNOLOGYPLATFORMS
CYBERSECURITY
NETWORKTECHNOL
OGY
ARTIFICIAL INTELLIGENCE
SMARTMOBILITY
SMARTINDUSTRY
SMARTENERGY
PERSONALISEDHEALTH
SMARTINFOTAINMENT
SMARTCITY
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TECHNOLOGYPLATFORMS
CYBERSECURITY
NETWORKTECHNOLOG
Y
ARTIFICIAL INTELLIGENCE
SECURE LUMPED &DISTRIBUTED
SMARTMOBILITY
SMARTINDUSTRY
SMARTENERGY
PERSONALISEDHEALTH
SMARTINFOTAINMENT
SMARTCITY
2222
ENABLING PLATFORMS
SYSTEM ACTUATORS
DATAOBSERVATIONS
DISTURBANCES
A PRIORI INFORMATION- Objectives- Population based info - Expert’s expertise - Rules, syntaxis- Hypothesis, query, … - …..
ALGORITHMS / COMPUTATION- Modelling, simulation, prediction - State estimation , soft sensors - Data handling: Filtering, normalization - Segmentation: Clustering, classification- Relevance: Ranking, prioritization - Data fusion, ….
DECISION / ACTION- ‘Diagnosis’- Monitoring - Control action, correction - Learning- ….
SENSING DEVICESAudio-visual, Chemical, Mechanical , Electrio-Magnetic, Biological,….
HUMANIN-THE-LOOP
Decision support systemsData based AIKnowledge based AIHybrid AIExplainable AISecurityPrivacy…
LUMPED AI à REAL-WORLD USER-CENTRIC CYBER-PHYSICAL SYSTEMS
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2323
ENABLING PLATFORMS
§distributed collaborative AI system will execute simultaneously on many devices and servers. §communication between agents and in the data chain§reduction of the data to core features §meet the timing & energy constraints, need for specialized hardware architectures at edge
Extreme EdgeEdge
MULTI-AGENT SECURE DISTRIBUTED AI
2424
ENABLING PLATFORMS
Extreme EdgeEdge
Storage & Processing €, GB
Latency (us)
Privacy
Adaptive learning
Joint learning
Bandwidth €, Mbps
Utility
Security: Confidentiality, Integrity, Availability
Reliability
Energy
Sensor Fusion
Joint Learning
DistributedTrust
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2525
ENABLING PLATFORMS
SNN CNN LSTM
Deep learningBrain inspired
Cortical
Conventional ML
SupportVector Markov chains Decision
trees
Algorithm selection for
customer problem
Network selection and optimization
GPU FPGA
Low precision
Selection ofimplementation
platform
ProductizationTime line
IC-link2 years
IC-link18 months
Accelerator
Software/PC FPGA/board
3 monthsIC-link
6-9 months
Evaluation
imec5 years
Analog/CIM
Lower accuracy acceptable
No power budget limitations? Limited power budget
ASIC/board Imec platform Imec platform
… … …
NEW COMPUTE @ EXTREME EDGE
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ENABLING PLATFORMS
New ways of acquiring knowledgeEfficient collaborative workNew medical practicesAugmented daily life
Gesture recognition
Authentication
Haptic feedback
Medical imaging Directional sound
AR/VR
7/4/18
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2727
INDUSTRY ACCESS AND ADOPTION
Ports of entry
Cities
MOW CoT
AWV
Public Transport
VRT
MAKE MOBI
Be-Mobile
Telecom Operators
BIPTFEBIAC
Nokia
KBCAgfa
EURid
Sony
VRT
BNP Paribas
Proximus
ICT controlMicrosoft
Barco
B-Mobile
B-Post
PWC
Deloitte
Belnet
SilexInside
Vasco
Prodata Systems
LuciadNokia
SDNsquare
Televic
UP-nxt
Verizon
FebelfinVOKA
Agoria
3if.be
Accenture
KPMG
Restore
Enervalis
Engie
Vasco
NIKO
Energis
Eandis
ML6
SMALS
Python Predictions
Sporasteria Nixis
Medialaan Carrefour
Van de Velde
Sony
Atos
Edebex
KBCAlliance
Argenta
Ablynx
Zembro Merck Ventures
CMAST
Bayer cropsciences
Vlaams instituut gezond leven
Flanders Bio
Inovigate Roche
Genzyme
Remynd
NIKO
Melexis
OnSemi
Microsoft
Grohe
MDxHealth
Peira
RegenesysmiDiagnostics
Multiplic
DekimoAnacura
CochlearAmgen
Pharmafluidics
JSR micro
Regional and Academic clinics
Fujirebio
J&J/Janssens
ATMI/Pall
ArgenX
Antleron
UCB
Galapagos
Biocartis
Biogazelle
Apitope
Verzekeraars
Mutualiteiten
RIZIV
Happy aging
coma
Barco
Materialise
Attentia
AMS
Dentsply sirona
Materialise
R.A.V.E.N.
Fujifilm
JSR
NXP
Sentiac
Datwyler
ICsenseToWalkAgain
Caeleste
Melexis
Ansem
Zenso
OnSemi
Xenics
Byteflies
QUAD
BarcoNokia
Verhaert
SentianceRobovisionMicrosoft
IBMAmazonColruyt
DHL
Bombardier
CNH
Picanol
Ordina
CegekaMovilitas
AI innovation services
2828
INDUSTRY ACCESS AND ADOPTION
Artificial Intelligence Innovation ServiceAI awareness and outreach▪ neutral and comprehensive AI ‘starting guide’ (whitepaper); online AI compass chatbot
▪ pro-active outreach (AI 101 trainings, AI Summer School, AI hackathons)
▪ campaigns to raise public awareness, involvement and empowerment
▪ organize an annual competition by defining a challenge that requires a distributed AI solutions
Flemish testbeds and access to AI technology▪ low-cost AI hard- and software platform, including standard software platform with AI building blocks
▪ BYOData, AI FabLab ; MakeLab (Cobots, AR/VR, AI) – Future assembly and smart productivity labs
▪ access to an extended (mobile) infrastructure for prototyping and testing edge and extreme edge applications
▪ Access to new platforms
Strong AI community
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2929
POLICY THINK TANK
Policy supportCo-design approachRecommendations avoiding AI bias, Explainable Artificial Intelligence, improving algorithmic/AI transparency and accountability etc. Link up with EU policy Involve stakeholders for complex ethical and policy issues Drafting of ethical codes and guidelines
Societal outreachMake AI developments visible for society, and promote ethical and socially responsible deployment, focusing on both positive and negative points Public outreach efforts, Public awareness raising and empowermentFollowing up on media representation of AI: mapping change in different (mis)representations of AI
Thought leadershipSocietal and ethical aspects of AIAttract thought international leaders Programme of work related to societal and ethical aspects
Legal challenges of AIBaseline principles, constraints and touchstone casesSystematic inventory of the issues to adjust current laws Identify systemic changes requiring legislative shiftsNew public policy models to regulate such systemsCertification of adaptive and non-deterministic systems liability allocation amongst the actors Openness of AI systems, e.g. source code, data, safetyAdherence to the European standards of privacy and data
Policy and society validation/certificationtest environment/regulatory sandbox for Human AI data mapping, bias detection, ethical issues, ‘AI exam’acceptance and behavioural tests, co-working with AI
Federations, intermediaries, ecosystems, ...
DEMAND DRIVEN APPLIED R&D
INDUSTRYSUPPORT ACTIONS
OUTREACH, EDUCATION, ETHICS, POLICY SUPPORT
FLEMISH INDUSTRIAL AI PROGRAM
Strengthen AI impact on industrial Processes
Strengthen AI impact on Offering of companies
Strengthen AI impact on Business models
Existing companies with demand for AI
GOALSAddress industry needs,
accelerate industrial adoptionACTIONS
PARTNERS & STAKEHOLDERS
Private technology providers in AI
Universities & Research organizations
Flemish Government
INDUSTRIAL AI PORTALNEW PLATFORM BUILDING
Strengthen the local AI offering
7/4/18
16
GROUNDBREAKINGFOUNDATIONAL RESEARCH
APPLIED R&D PLATFORM BUILDING
INDUSTRYSUPPORT ACTIONS
OUTREACH, EDUCATION AND POLICY SUPPORT
FLEMISH INDUSTRIAL AI PROGRAM
Strengthen AI impact on industrial processes
Strengthen AI impact on Offering of companies
Strengthen AI impact on Business models
New start-ups / scale-ups in AI and related domains
Add
ress
ing
indu
stry
need
s
OUTPUT TO BE MONITORED THROUGH KPI'S
Flanders top in R&D outputTop publications, patents
Creation of scalable start upsLocal and global industry participationICON model
Support actions to local industrySpecific actions to SME’s
Educational outputGeneral awarenessPolicy Think Tank
GROUNDBREAKINGFOUNDATIONAL RESEARCH
APPLIED R&D PLATFORM BUILDING
INDUSTRYSUPPORT ACTIONS
OUTREACH, EDUCATION AND POLICY SUPPORT
7/4/18
17
AMBITIOUS
GROUNDBREAKINGFOUNDATIONAL RESEARCH
APPLIED R&D PLATFORM BUILDING
INDUSTRYSUPPORT ACTIONS
OUTREACH, EDUCATION AND POLICY SUPPORT
"Belgie heeft nieuwe ambitie nodig”
- Thierry Geerts -
34
ARTIFICIAL INTELLIGENCE FOR ACCELERATED GROWTH
TRANSVERSAL TECHNOLOGIES ENABLE AMBITIOUS APPLICATION SCENARIOS