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2003.01811
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RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network
Computer Vision and Pattern Recognition (CVPR), 2020
25 February 2020
Bing Han
G. Srinivasan
Kaushik Roy
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ArXiv (abs)
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Papers citing
"RMP-SNN: Residual Membrane Potential Neuron for Enabling Deeper High-Accuracy and Low-Latency Spiking Neural Network"
50 / 158 papers shown
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154
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One-Timestep is Enough: Achieving High-performance ANN-to-SNN Conversion via Scale-and-Fire Neurons
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172
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Synergy Between the Strong and the Weak: Spiking Neural Networks are Inherently Self-Distillers
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Pei He
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145
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Enhanced Self-Distillation Framework for Efficient Spiking Neural Network Training
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134
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Training Deep Normalization-Free Spiking Neural Networks with Lateral Inhibition
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182
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Quantization Meets Spikes: Lossless Conversion in the First Timestep via Polarity Multi-Spike Mapping
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Zheng Li
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89
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A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks
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Mingqing Xiao
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Huihui Zhou
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Zhouchen Lin
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216
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SPARTA: Advancing Sparse Attention in Spiking Neural Networks via Spike-Timing-Based Prioritization
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171
1
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HetSyn: Versatile Timescale Integration in Spiking Neural Networks via Heterogeneous Synapses
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Zhikun Liu
Junxue Wang
Shengqian Chen
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143
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SDSNN: A Single-Timestep Spiking Neural Network with Self-Dropping Neuron and Bayesian Optimization
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Buxuan Song
Yi Liu
Xinfang Liao
Wenbin Zheng
Yintang Yang
135
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Temporal Regularization Training: Unleashing the Potential of Spiking Neural Networks
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Zhen Xu
Kuan Tao
569
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ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks
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Yuhan Zhang
Zhou Jie
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Xin Tong
Y. Chen
Weihang Peng
Zhe Ma
MQ
214
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0
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Integer Binary-Range Alignment Neuron for Spiking Neural Networks
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Wenjuan Li
Dong Wang
Man Yao
Bing Li
Weiming Hu
Dong Liang
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268
1
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Bridging Quantized Artificial Neural Networks and Neuromorphic Hardware
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Haoran Xu
De Ma
Xiaofei Jin
Xinyu Li
Ziyang Kang
Gang Pan
De Ma
434
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Efficient ANN-SNN Conversion with Error Compensation Learning
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Jiangrong Shen
Xuming Ran
Mingkun Xu
Qi Xu
Yi Xu
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194
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322
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Learning with Spike Synchrony in Spiking Neural Networks
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Assel Kembay
Nhan Duy Truong
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Omid Kavehei
Omid Kavehei
316
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14 Apr 2025
SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks
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Kecheng Chen
P. Sun
Chris Xing Tian
Arindam Basu
Haoliang Li
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457
1
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Underwater Image Enhancement by Convolutional Spiking Neural Networks
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F. Zayer
Rizwana Kausar
S. Javed
Hamad Karki
G. D. Masi
Jorge Dias
487
1
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Temporal Flexibility in Spiking Neural Networks: Towards Generalization Across Time Steps and Deployment Friendliness
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Yuhang Wu
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374
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DTA: Dual Temporal-channel-wise Attention for Spiking Neural Networks
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Minjun Kim
Xu Yang
327
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Temporal Separation with Entropy Regularization for Knowledge Distillation in Spiking Neural Networks
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Kairong Yu
Chengting Yu
Tianqing Zhang
Xiaochen Zhao
Shu Yang
Hongwei Wang
Qiang Zhang
Qi Xu
398
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STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks
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Kairong Yu
Xian Zhong
Hongwei Wang
Qi Xu
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407
13
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Differential Coding for Training-Free ANN-to-SNN Conversion
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Wei Fang
Tong Bu
Peng Xue
Zecheng Hao
Xiaohan Yu
Yuanhong Tang
Zhaofei Yu
Tiejun Huang
647
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Towards High-performance Spiking Transformers from ANN to SNN Conversion
ACM Multimedia (MM), 2024
Zihan Huang
Xinyu Shi
Zecheng Hao
Tong Bu
Jianhao Ding
Zhaofei Yu
Tiejun Huang
524
23
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28 Feb 2025
Faster and Stronger: When ANN-SNN Conversion Meets Parallel Spiking Calculation
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Zhaofei Yu
Kang Chen
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Tiejun Huang
516
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FSTA-SNN:Frequency-based Spatial-Temporal Attention Module for Spiking Neural Networks
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Kairong Yu
Tianqing Zhang
Hongwei Wang
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600
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Noise Adaptor: Enhancing Low-Latency Spiking Neural Networks through Noise-Injected Low-Bit ANN Conversion
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249
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Yingcheng Lin
Min Tian
Liyuan Liu
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426
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Differentiable architecture search with multi-dimensional attention for spiking neural networks
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217
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Li-xin Yuan
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Timothée Masquelier
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246
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Lei Liu
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Erping Li
Aili Wang
338
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When In-memory Computing Meets Spiking Neural Networks -- A Perspective on Device-Circuit-System-and-Algorithm Co-design
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Abhiroop Bhattacharjee
Yuhang Li
Youngeun Kim
Priyadarshini Panda
304
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SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network
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Yong Ren
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SpikeLLM: Scaling up Spiking Neural Network to Large Language Models via Saliency-based Spiking
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538
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Directly Training Temporal Spiking Neural Network with Sparse Surrogate Gradient
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Evolutionary Spiking Neural Networks: A Survey
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