Visual explanations from spiking neural networks using inter-spike intervals
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DOI: 10.1038/s41598-021-98448-0
Abstract: By emulating biological features in brain, Spiking Neural Networks (SNNs) offer an energy-efficient alternative to conventional deep learning. To make SNNs ubiquitous, a ‘visual explanation’ technique for analysing and explaining the internal spike behavior of… read more here.
Keywords: visual explanations; spiking neural; inter spike; neural networks ... See more keywords
Suppression of Multimodality in Inter-Spike Interval Distribution: Role of External Damped Oscillatory Input
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on NanoBioscience"
DOI: 10.1109/tnb.2018.2845454
Abstract: A theoretical model based on the generalized neuronal model with distributed delay (GNMDD) is proposed to generate multimodal/bimodal inter-spike interval (ISI) distribution. The distributed delay is assumed to be general in the sense that it… read more here.
Keywords: external damped; spike interval; inter spike; distribution ... See more keywords