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2406.01072
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Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning
3 June 2024
Yaxin Li
Qi Xu
Jiangrong Shen
Hongming Xu
Long Chen
Gang Pan
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Papers citing
"Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning"
5 / 5 papers shown
Sparse by Rule: Probability-Based N:M Pruning for Spiking Neural Networks
Shuhan Ye
Yi Yu
Qixin Zhang
Chenqi Kong
Qiangqiang Wu
Xudong Jiang
Dacheng Tao
97
0
0
15 Nov 2025
SpikeFit: Towards Optimal Deployment of Spiking Networks on Neuromorphic Hardware
Ivan Kartashov
M. Pushkareva
Iakov Karandashev
156
1
0
17 Oct 2025
NSPDI-SNN: An efficient lightweight SNN based on nonlinear synaptic pruning and dendritic integration
Wuque Cai
Hongze Sun
Jiayi He
Qianqian Liao
Yunliang Zang
Duo Chen
Dezhong Yao
D. Guo
122
1
0
29 Aug 2025
USIGAN: Unbalanced Self-Information Feature Transport for Weakly Paired Image IHC Virtual Staining
Yue Peng
Bing Xiong
Fuqiang Chen
De Eybo
Ranran Zhang
Wanming Hu
Jing Cai
Wenjian Qin
179
2
0
08 Jul 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism
AAAI Conference on Artificial Intelligence (AAAI), 2025
Yu Liang
Wenjie Wei
A. Belatreche
Honglin Cao
Zijian Zhou
Shuai Wang
Malu Zhang
Yue Yang
MQ
266
6
0
21 Feb 2025
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