Learning Long Sequences in Spiking Neural Networks

14 December 2023

Papers citing "Learning Long Sequences in Spiking Neural Networks"

8 / 8 papers shown

Title
Revisiting Reset Mechanisms in Spiking Neural Networks for Sequential Modeling: Specialized Discretization for Binary Activated RNN Enqi Zhang MQ 51 0 0 24 Apr 2025
RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text Wangchunshu Zhou Yuchen Eleanor Jiang Peng Cui Tiannan Wang Zhenxin Xiao Yifan Hou Ryan Cotterell Mrinmaya Sachan RALM LLMAG 82 58 0 22 May 2023
A Comprehensive Review of Spiking Neural Networks: Interpretation, Optimization, Efficiency, and Best Practices Kai Malcolm Josue Casco-Rodriguez 18 8 0 19 Mar 2023
Resurrecting Recurrent Neural Networks for Long Sequences Antonio Orvieto Samuel L. Smith Albert Gu Anushan Fernando Çağlar Gülçehre Razvan Pascanu Soham De 88 258 0 11 Mar 2023
Spikformer: When Spiking Neural Network Meets Transformer Zhaokun Zhou Yuesheng Zhu Chao He Yaowei Wang Shuicheng Yan Yonghong Tian Liuliang Yuan 143 231 0 29 Sep 2022
The fine line between dead neurons and sparsity in binarized spiking neural networks Jason Eshraghian Wei D. Lu 22 19 0 28 Jan 2022
Deep Residual Learning in Spiking Neural Networks Wei Fang Zhaofei Yu Yanqing Chen Tiejun Huang T. Masquelier Yonghong Tian 121 470 0 08 Feb 2021
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney R. Legenstein Wolfgang Maass 111 477 0 26 Mar 2018