Spike frequency adaptation: bridging neural models and neuromorphic applications

Abstract The human brain’s unparalleled efficiency in executing complex cognitive tasks stems from neurons communicating via short, intermittent bursts or spikes. This has inspired Spiking Neural Networks (SNNs), now incorporating neuron models with spike frequency adaptation (SFA). SFA adjusts thes...

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Bibliographic Details
Main Authors: Chittotosh Ganguly, Sai Sukruth Bezugam, Elisabeth Abs, Melika Payvand, Sounak Dey, Manan Suri
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Communications Engineering
Online Access:https://doi.org/10.1038/s44172-024-00165-9