7/4/18

1

1

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

3

DIFFERENTIATING FROM OTHER MAJOR WW INITIATIVES

AMBITIOUS

7/4/18

4

COMPREHENSIVE

INCLUSIVE

COMBININGACADEMIC EXCELLENCE

DIGITAL TECHNOLOGY LEADERSHIPINDUSTRY LEADERSHIP

APPLICATION POTENTIAL

7/4/18

5

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

6

11

A CONTINUUM FROM EXPLORATION TO IMPLEMENTATION WITH KEY FLEMISH STAKEHOLDERS

ApplicationDomain

ApplicationDomain

ApplicationDomain

12

GENERAL PUBLICPOLICY MAKERS

ACADEMIC PARTNERS

STRATEGIC RESEARCH

INDUSTRY

PERSONALISEDHEALTH

SMARTMOBILITY

SMARTINDUSTRY

7/4/18

7

13

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

14

SMART INDUSTRYSMART

INDUSTRY

Innovation, validation and demonstration in vehicle industry, in the machine building industry and in production environments

7/4/18

8

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

16

SMARTMOBILITY

SMART MOBILITY

SHARED WIRELESS CONNECTIVITY

v3v2

v1

DISTRIBUTED INTELLIGENCE &SENSOR FUSION

OPEN DIGITAL TRANSPORT TWIN

7/4/18

9

17

PERSONALISEDHEALTH

PERSONALISED HEALTH

Smart meter

Domotics

Dx

IT

18

PERSONALISEDHEALTH

PERSONALISED HEALTH

Data fusion

@datacenter

@extreme edge EHR

Patient Doctor Government Industry Insurer

AI

TrustedSecure

7/4/18

10

19

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

7/4/18

11

21

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

7/4/18

12

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

7/4/18

13

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

2626

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

14

2727

INDUSTRY ACCESS AND ADOPTION

Ports of entry

Google

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

7/4/18

15

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