Temporal Encoding and Multispike Learning Framework for Efficient Recognition of Visual Patterns.
Sign Up to like & getrecommendations! Published in 2021 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2021.3052804
Abstract: Biological systems under a parallel and spike-based computation endow individuals with abilities to have prompt and reliable responses to different stimuli. Spiking neural networks (SNNs) have thus been developed to emulate their efficiency and to… read more here.
Keywords: multispike learning; efficient recognition; recognition visual; temporal based ... See more keywords
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