S\(^3\)NN: time step reduction of spiking surrogate gradients for training energy efficient single-step spiking neural networks

DOI10.1016/j.neunet.2022.12.008MaRDI QIDQ6488751

Kazuma Suetake, Yoshihide Sawada, Shin-ichi Ikegawa, Ryuji Saiin

Publication date: 18 October 2023

Published in: Neural Networks (Search for Journal in Brave)

zbMATH Keywords

energy efficiencyspiking neural networkbinary neural networksingle-time stepsurrogate gradient

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

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