Neuroscience inspired scientific machine learning (Part-1): Variable spiking neuron for regression

Redundant information transfer in a neural network can increase the complexity of the deep learning model, thus increasing its power consumption. We introduce in this paper a novel spiking neuron, termed Variable Spiking Neuron (VSN), which can reduce the redundant firing using lessons from biologic...

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Bibliographische Detailangaben

Hauptverfasser:	Garg, Shailesh, Chakraborty, Souvik
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Learning Computer Science - Neural and Evolutionary Computing
Online-Zugang:	Volltext bestellen
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