Optimization of Spiking Neural Networks Based on Binary Streamed Rate Coding

Spiking neural networks (SNN) increasingly attract attention for their similarity to the biological neural system. Hardware implementation of spiking neural networks, however, remains a great challenge due to their excessive complexity and circuit size. This work introduces a novel optimization meth...

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Bibliographic Details
Main Authors: Ali A. Al-Hamid, HyungWon Kim
Format: Article
Language:English
Published: MDPI AG 2020-09-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/9/10/1599