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Spiking neural networks: Applications to computing, algorithmics, and robotics

Spiking neural networks: Applications to computing, algorithmics, and robotics
3rd HPB Curriculum Workshop Series - ICT for non-specialists
Mi, 18.09.2019
Stadt: 
Munich
Land: 
Germany

Kontakt

Wissenschaftliche Organisatoren: 
Fabrice Morin, PhD, TU Munich
Kontaktadresse: 
Human Brain Project Education Programme Müllerstraße 59 6020 Innsbruck
Beschreibung: 

Spiking neural networks (SNN) are a special class of artificial neural networks (ANN), in which the information is transmitted by means of pulses (or spikes) rather than by firing rates. As SNNs have shown to be excellent control systems for biological organisms, they have the potential to produce good control systems for autonomous robots. This workshop aims to bring together neuroscientists with roboticists and computational researchers developing biologically-inspired learning algorithms for scientific and industrial applications.

In order to enrich the discussions of SNN and its applications to computing, algorithmics and robotics, we will have a hands-on session on spiking neural networks on the Neurorobotics Platform (HBP SP10).

This workshop preceeds the 2019 IEEE International Conference on Cyborg and Bionic Systems.