TR-SNN: a lightweight spiking neural network based on tensor ring decomposition

Aim Spiking neural networks (SNNs), inspired by biological neural mechanisms, have demonstrated remarkable capabilities in various intelligent tasks. However, addressing more complex scenarios often requires larger SNN models with a vast number of parameters, leading to challenges in model training...

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Bibliographic Details
Main Authors: Shifeng Mao, Baoxin Yang, Hongze Sun, Wuque Cai, Daqing Guo
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:Brain-Apparatus Communication
Subjects:
Online Access:https://www.tandfonline.com/doi/10.1080/27706710.2025.2472166
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