31
UIC DIGITAL DAY Paris, 7 October 2016

UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

  • Upload
    vanbao

  • View
    218

  • Download
    4

Embed Size (px)

Citation preview

Page 1: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

UIC DIGITAL DAY Paris, 7 October 2016

Page 2: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016 UIC DIGITAL DAY Paris, 7 October 2016

Networks & Biology

Page 3: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016 UIC DIGITAL DAY Paris, 7 October 2016

Open Research BioLabs

Page 4: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016 UIC DIGITAL DAY Paris, 7 October 2016

I. Bio Inspired Mathematical Models

Page 5: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Page 6: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Pathfinding

Page 7: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Reilly’s Law

• Mathematical model of attraction and Networks

• Relative attraction of urban centers

Page 8: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Evolutionary algorithm • Itinerary planning problem in

a multi-modal urban public transportation networks

• Train Timetabling on single track

• Transportation network capacity in the constraint of budget > Quantum inspired bi level algorithm

Page 9: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Multi Agent System • Security issues :

evacuation of a station

Page 10: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Neural networks & Deep Learning

Page 11: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Neural networks & Deep Learning • Railway track inspection

> Multi task Deep

Page 12: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

II. Wetware & Living

Page 13: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Physarum polycephalum

Page 14: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Physarum polycephalum

• Path finding • Modelisation of transport

network • « Biological robot »

Page 15: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Physarum polycephalum

Page 16: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Physarum polycephalum

Page 17: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Physarum polycephalum

Page 18: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

III. Applied Network Benefits

Page 19: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Behavioural

Page 20: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Swarm robotic

DRONE

SURFING

Page 21: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Swarm robotic

Page 22: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Swarm robotic Cartography

Page 23: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Swarm robotic Maintenance

Page 24: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Swarm robotic Building

Page 25: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Swarm robotic

Page 26: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Similarities between Transport and Biological Networks

• The statistical and mathematical problems are often identical. • Mathematical concepts can be applied across disciplines. • The processes of learning about transport phenomena - such as flow through a road or metabolic network - are similar. • Despite the similarities, there are significant differences and in any rigorous analysis details will matter

Page 27: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

IV. More Biology

Page 28: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

More Biology Functions

Page 29: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

More Biology Architecture

Page 30: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

More Biology Materials

Page 31: UIC DIGITAL DAY Paris, 7 October 2016 · PDF filebudget > Quantum inspired bi ... UIC DIGITAL DAY Paris, 7 October 2016 . Neural networks & Deep Learning ... UIC DIGITAL DAY Paris,

UIC DIGITAL DAY Paris, 7 October 2016

Thanks !