Improving Multispike Learning With Plastic Synaptic Delays.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3165527
Abstract: Emulating the spike-based processing in the brain, spiking neural networks (SNNs) are developed and act as a promising candidate for the new generation of artificial neural networks that aim to produce efficient cognitions as the… read more here.
Keywords: neural networks; improving multispike; multispike; synaptic delays ... See more keywords
Poisson balanced spiking networks
Sign Up to like & getrecommendations! Published in 2020 at "PLoS Computational Biology"
DOI: 10.1371/journal.pcbi.1008261
Abstract: An important problem in computational neuroscience is to understand how networks of spiking neurons can carry out various computations underlying behavior. Balanced spiking networks (BSNs) provide a powerful framework for implementing arbitrary linear dynamical systems… read more here.
Keywords: synaptic delays; spiking networks; realistic synaptic; balanced spiking ... See more keywords