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CASIA OpenIR
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Temporal Knowledge Sharing enable Spiking Neural Network Learning from Past and Future 期刊论文
IEEE Transactions on Artificial Intelligence, 2024, 页码: 1-10
作者:  Dong, Yiting;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(8822Kb)  |  收藏  |  浏览/下载：45/16  |  提交时间：2024/06/06
Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks 期刊论文
Patterns, 2022, 页码: 100522
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(1369Kb)  |  收藏  |  浏览/下载：40/21  |  提交时间：2024/06/06
TIM: An Efficient Temporal Interaction Module for Spiking Transformer 会议论文
, Jeju, korea, 2024-08
作者:  Shen, Sicheng;  Zhao, Dongcheng;  Shen, Guobin;  Zeng, Yi
Adobe PDF(717Kb)  |  收藏  |  浏览/下载：34/6  |  提交时间：2024/06/06
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization 会议论文
, Seattle WA, USA, 2024-06-20
作者:  Shen, Guobin;  Zhao, Dongcheng;  Li, Tenglong;  Li, Jindong;  Zeng, Yi
Adobe PDF(587Kb)  |  收藏  |  浏览/下载：54/16  |  提交时间：2024/06/05
FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Networks With Efficient DSP and Memory Optimization 期刊论文
IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2023, 页码: 1178 - 1191
作者:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
Adobe PDF(5840Kb)  |  收藏  |  浏览/下载：34/3  |  提交时间：2024/06/05
A Brain-Inspired Theory of Mind Spiking Neural Network for Reducing Safety Risks of Other Agents 期刊论文
Frontiers in Neuroscience, 2021, 页码: 446
作者:  Zhao,Zhuoya;  Lu,Enmeng;  Zhao,Feifei;  Zeng,Yi;  Zhao,Yuxuan
Adobe PDF(4296Kb)  |  收藏  |  浏览/下载：42/9  |  提交时间：2024/05/28
Exploiting nonlinear dendritic adaptive computation in training deep Spiking Neural Networks 期刊论文
Neural Networks, 2024, 卷号: 170, 页码: 190-201
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(2752Kb)  |  收藏  |  浏览/下载：103/19  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
Brain-inspired neural circuit evolution for spiking neural networks 期刊论文
Proceedings of the National Academy of Sciences (PNAS), 2023, 卷号: 120, 期号: 39, 页码: 10
作者:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
Adobe PDF(8398Kb)  |  收藏  |  浏览/下载：80/17  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
An unsupervised STDP-based spiking neural network inspired by biologically plausible learning rules and connections 期刊论文
Neural Networks, 2023, 卷号: 165, 页码: 799-808
作者:  Dong, Yiting;  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi
Adobe PDF(2202Kb)  |  收藏  |  浏览/下载：119/14  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
Spiking CapsNet: A spiking neural network with a biologically plausible routing rule between capsules 期刊论文
Information Sciences, 2022, 卷号: 610, 页码: 1-13
作者:  Zhao, Dongcheng;  Li, Yang;  Zeng, Yi;  Wang, Jihang;  Zhang, Qian
Adobe PDF(3233Kb)  |  收藏  |  浏览/下载：224/11  |  提交时间：2022/11/14
Spiking Neural Network  Capsual Neural Netowrk  Biologically Plausible Routing  Noise Robustness  Affine Transformation Robustness