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2010.04434
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Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
9 October 2020
Tielin Zhang
Shuncheng Jia
Xiang Cheng
Bo Xu
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Papers citing
"Tuning Convolutional Spiking Neural Network with Biologically-plausible Reward Propagation"
19 / 19 papers shown
Biologically Plausible Learning via Bidirectional Spike-Based Distillation
Changze Lv
Y. Wang
Y. Zhang
Yiyang Lu
Jingwen Xu
Di Yu
Xin Du
Xuanjing Huang
Xiaoqing Zheng
Xiaoqing Zheng
187
0
0
24 Sep 2025
STF: Shallow-Level Temporal Feedback to Enhance Spiking Transformers
Zeqi Zheng
Zizheng Zhu
Yingchao Yu
Yanchen Huang
Changze Lv
Junfeng Tang
Zhaofei Yu
Yaochu Jin
261
0
0
01 Aug 2025
Frozen Backpropagation: Relaxing Weight Symmetry in Temporally-Coded Deep Spiking Neural Networks
Gaspard Goupy
Pierre Tirilly
Ioan Marius Bilasco
257
0
0
19 May 2025
ST-FlowNet: An Efficient Spiking Neural Network for Event-Based Optical Flow Estimation
Neural Networks (NN), 2025
Hongze Sun
Jun Wang
Wuque Cai
Duo Chen
Qianqian Liao
Jiayi He
Yan Cui
D. Yao
Daqing Guo
427
1
0
13 Mar 2025
NiSNN-A: Non-iterative Spiking Neural Networks with Attention with Application to Motor Imagery EEG Classification
Chuhan Zhang
Wei Pan
Cosimo Della Santina
269
1
0
28 Jan 2025
Research Advances and New Paradigms for Biology-inspired Spiking Neural Networks
Tianyu Zheng
Liyuan Han
Tielin Zhang
AI4CE
301
3
0
26 Aug 2024
Brain-Inspired Spiking Neural Networks for Industrial Fault Diagnosis: A Survey, Challenges, and Opportunities
Huan Wang
Yanfang Li
Konstantinos C. Gryllias
AI4CE
222
11
0
13 Nov 2023
Learning Spiking Neural Network from Easy to Hard task
Lingling Tang
Jiangtao Hu
Hua Yu
Surui Liu
Jielei Chu
360
1
0
09 Sep 2023
Paired Competing Neurons Improving STDP Supervised Local Learning In Spiking Neural Networks
Frontiers in Neuroscience (Front. Neurosci.), 2023
Gaspard Goupy
Pierre Tirilly
Ioan Marius Bilasco
347
11
0
04 Aug 2023
Efficient Deep Spiking Multi-Layer Perceptrons with Multiplication-Free Inference
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Boyan Li
Luziwei Leng
Shuaijie Shen
Kaixuan Zhang
Jianguo Zhang
Jianxing Liao
Ran Cheng
547
16
0
21 Jun 2023
Spiking Neural Network for Ultra-low-latency and High-accurate Object Detection
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Jinye Qu
Zeyu Gao
Tielin Zhang
Yan-Feng Lu
Huajin Tang
Hong Qiao
218
47
0
21 Jun 2023
Complex Dynamic Neurons Improved Spiking Transformer Network for Efficient Automatic Speech Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2023
Minglun Han
Qingyu Wang
Tielin Zhang
Yi Wang
Duzhen Zhang
Bo Xu
207
38
0
02 Feb 2023
Low-Variance Forward Gradients using Direct Feedback Alignment and Momentum
Neural Networks (NN), 2022
Florian Bacho
Dominique F. Chu
365
10
0
14 Dec 2022
PC-SNN: Predictive Coding-based Local Hebbian Plasticity Learning in Spiking Neural Networks
Haidong Wang
Xiaogang Xiong
Mengting Lan
Y. Lou
Zixuan Jiang
KC Santosh
Shimin Wang
Renxin Zhong
275
4
0
24 Nov 2022
Motif-topology improved Spiking Neural Network for the Cocktail Party Effect and McGurk Effect
Shuncheng Jia
Tielin Zhang
Ruichen Zuo
Bo Xu
204
0
0
12 Nov 2022
A Synapse-Threshold Synergistic Learning Approach for Spiking Neural Networks
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2022
Hongze Sun
Wuque Cai
Baoxin Yang
Yan Cui
Yang Xia
D. Yao
Daqing Guo
270
24
0
10 Jun 2022
2D versus 3D Convolutional Spiking Neural Networks Trained with Unsupervised STDP for Human Action Recognition
IEEE International Joint Conference on Neural Network (IJCNN), 2022
Mireille el Assal
Pierre Tirilly
Ioan Marius Bilasco
3DH
167
7
0
26 May 2022
Recent Advances and New Frontiers in Spiking Neural Networks
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Duzhen Zhang
Shuncheng Jia
Qingyu Wang
AAML
AI4CE
541
25
0
12 Mar 2022
Motif-topology and Reward-learning improved Spiking Neural Network for Efficient Multi-sensory Integration
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Shuncheng Jia
Ruichen Zuo
Tielin Zhang
Hongxing Liu
Bo Xu
140
14
0
11 Feb 2022
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