High-performance deep spiking neural networks with 0.3 spikes per neuron

Abstract Communication by rare, binary spikes is a key factor for the energy efficiency of biological brains. However, it is harder to train biologically-inspired spiking neural networks than artificial neural networks. This is puzzling given that theoretical results provide exact mapping algorithms...

Полное описание

Библиографические подробности
Главные авторы: Ana Stanojevic, Stanisław Woźniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
Формат: Статья
Язык:English
Опубликовано: Nature Portfolio 2024-08-01
Серии:Nature Communications
Online-ссылка:https://doi.org/10.1038/s41467-024-51110-5