ERCM News 125 - Brain-Inspired Computing

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Joint ERCIM Actions

ERCIM-JST Joint Symposium on Big data and Artificial Intelligence ERCIM and Japan Science and Technology Agency (JST) have organised the first joint symposium on Big Data and Artificial Intelligence, held on 18 and 19 February 2021. The online symposium aimed to present recent results of research conducted in the context of the JST CREST programme, as well as relevant research results from European institutions. The meeting provided the opportunity to the participants from Japan and Europe to familiarize themselves with recent research results and consider collaboration prospects that will arise in the context of the Horizon Europe framework programme or relevant initiatives from JST. Approximatively 80 invited participants attended the event. Ms. Hiroko Tatesawa, Manager, ICT Group, Department of Strategic Basic Research, JST, introduced JST. JST, as one of the national Japanese funding agencies has about 1200 employees and an annual budget of 122.4 billion Yen (about 950 million Euro), of which about two thirds are allocated to funding programmes including strategic basic research, international collaborations, industry-acedemia collaboration and technology transfer. ERCIM President Dr. Björn Levin (RISE), then gave an overview on the activities of ERCIM. With nine short talks, JST delivered an overview of CREST Program on Big Data Applications: • Development of a knowledge-generating platform driven by big data in drug discovery through production processes by Dr. Makoto Taiji, (on Account for Kimito Funatsu (PI)) • Big data assimilation and AI: Creating new development in real-time weather prediction by Dr. Takemasa Miyoshi, RIKEN Center for Computational Science

• Establishing the advanced disaster reduction management system by fusion of real-time disaster simulation and big data assimilation by Prof. Shunichi Koshimura, International Research Institute of Disaster Science,Tohoku Univ. • Exploring etiologies, sub-classification, and risk prediction of diseases based on big-data analysis of clinical and whole omics data in medicine, by Prof. Tatsuhiko Tsunoda, Graduate School of Science, Univ. of Tokyo • Early detection and forecasting of pandemics using largescale biological data: designing intervention strategy by Prof. Kimihito Ito (on Account for Hiroshi Nishiura (PI)), Division of Bioinformatics, Research Center for Zoonosis Control, Hokkaido Univ. • Statistical computational cosmology with big astronomical data by Prof. Naoki Yoshida, Department of Physics/Kavli IPMU, Univ. of Tokyo • Data-driven analysis of the mechanism of animal development by Shuichi Onami, RIKEN Center for Biosystems Dynamics Research • Knowledge Discovery by Constructing AgriBigData by Masayuki Hirafuji, Graduate School of Agricultural and Life Sciences, Univ. of Tokyo • Scientific Paper Analysis: Knowledge Discovery through Structural Document Understanding by Yuji Matsumoto, RIKEN Center for Advanced Intelligence Project. The CREST programme is one of JST’s major undertakings for stimulating achievement in fundamental science fields. From ERCIM, three 20 minutes presentations were given: • Scalable computing infrastructures: Keeping up with data growth by Prof. Angelos Bilas, FORTH • Security, Privacy and Explainability for ML Models by Prof. Andreas Rauber, SBA Research and TU Wien and by Dr. Rudolf Mayer, SBA Research • IoT - Big Data, Privacy: Resolving the contradiction by Rigo Wenning, Legal counsel, W3C. The first day concluded with a presentation “AI and HPC” given by Prof. Satoshi Matsuoka, Director, RIKEN Center for Computational Science. In his talk, Prof. Matsuoka presented “Fugaku”, the largest and fastest exascale supercomputer, how it is built and used for applications and experiments. These include for example the exploration of new drug candidates for COVID-19, a digital twin of the entire smart city of Fugaku as a shareable smart city R&D environ-

Prof. Yuzuru Tanaka, Hokkaido University (left) and Prof. Dimitris Plexousakis, FORTH-ICS and University of Crete. Screenshots taken during the seminar.

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ERCIM NEWS 125 April 2021


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Articles inside

ERCM News 125 - Brain-Inspired Computing: Introduction to the Special Theme

1min
page 6

Security Management and the Slow Adoption of Blockchains

3min
page 47

Graph-based Management of Neuroscience Data Representation, Integration and Analysis

2min
page 44

ACCORDION: Edge Computing for NextGen Applications

2min
page 50

The ICARUS Ontology: A General Aviation Ontology

7min
pages 45-46

Trick the System: Towards Understanding Automatic Speech Recognition Systems

7min
pages 48-49

Human-like AI

5min
pages 42-43

NeuroAgents – Autonomous Intelligent Agents that Interact with the Environment in Real Time

6min
pages 40-41

What Neurons Do – and Don’t Do

6min
pages 37-38

NEUROTECH - A European Community of Experts on Neuromorphic Technologies

2min
page 39

Uncovering Neuronal Learning Principles through Artificial Evolution

6min
pages 35-36

Touch in Robots: A Neuromorphic Approach

3min
page 34

E = AI

6min
pages 30-31

Fulfilling Brain-inspired Hyperdimensional Computing with In-memory Computing

6min
pages 28-29

Memory Failures Provide Clues for more Efficient Compression

7min
pages 25-26

Reentrant Self-Organizing Map: Toward Brain inspired Multimodal Association

7min
pages 22-23

Neuronal Communication Process Opens New Directions in Image and Video Compression Systems

3min
page 27

Brain-inspired Learning Drives Advances in Neuromorphic Computing

2min
page 24

Self-Organizing Machine Architecture

7min
pages 20-21

Fast and Energy-efficient Deep Neuromorphic Learning

6min
pages 17-18

Effective and Efficient Spiking Recurrent Neural Networks

7min
pages 9-10

The BrainScaleS Accelerated Analogue Neuromorphic Architecture

2min
page 14

BrainScaleS: Greater Versatility for Neuromorphic Emulation

6min
pages 15-16

ERCIM “Alain Bensoussan” Fellowship Programme

3min
page 5

Back-propagation Now Works in Spiking Neural Networks!

3min
page 11

ERCIM-JST Joint Symposium on Big Data and Artificial Intelligence

3min
page 4

Brain-inspired Computing

7min
pages 6-7
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