Spikes are cool again! What's next?

Institute for Neuroinformatics, University of Zurich
2025-03-06
 
 

Abstract

Invited talk. I discussed my history with spiking neural networks, from writing the Brian simulator, sound localisation, surrogate gradient descent and SNUFA. I talked about why spikes, particularly in a neuromorphic context. My argument included nonlinearity and temporal dynamics (including coincidence detection, multimodal processing in time, and delay networks), heterogeneity, sparsity and modularity.

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Organisation for neuroscientists interested in spiking neural networks.

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Brian

A Python simulator for spiking neural networks.

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