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2023年顶会、顶刊SNN相关论文----------持续更新中

原文链接:https://blog.csdn.net/qq_43622216/article/details/128918566

2023年顶会、顶刊SNN相关论文

目录

说明

这篇博客主要用于记录2023年在一些顶会顶刊(AAAI、CVPR等)上发表的一些不错的SNN方面的论文,会附上相关论文的链接,正在更新中…
更新SNN相关论文、动态信息,欢迎浏览讨论!

AAAI2023

  • 论文1: Reducing ANN-SNN Conversion Error through Residual Membrane Potential- 由北京大学余肇飞组发表于AAAI 2023。
  • 论文2: Exploring Temporal Information Dynamics in Spiking Neural Networks *

NeurIPS

IJCAI(International Joint Conference on Artificial Intelligence)

IJCNN( International Joint Conference on Neural Networks)

ICASSP(IEEE International Conference on Acoustics, Speech and Signal Processing)

  • 论文1: Adaptive Axonal Delays in feedforward spiking neural networks for accurate spoken word recognition *

NEURAL COMPUTATION

Neural Networks

IEEE TCYB(IEEE Transactions on Cybernetics)

TNNLS(IEEE Transactions on Neural Networks and Learning Systems)

ICML

CVPR

ICCV

ICLR

  • 论文1: Bridging the Gap between ANNs and SNNs by Calibrating Offset Spikes- 由北京大学余肇飞组发表于ICLR 2023。
  • 论文2: A Unified Framework for Soft Threshold Pruning- 由北京大学余肇飞组发表于ICLR 2023。
  • 论文3: Heterogeneous Neuronal and Synaptic Dynamics for Spike-Efficient Unsupervised Learning: Theory and Design Principles
  • 论文4: Spiking Convolutional Neural Networks for Text Classification
  • 论文5: Spikformer: When Spiking Neural Network Meets Transformer

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