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BrainCog: A spiking neural network based, braininspired cognitive intelligence engine for braininspired AI and brain simulation 期刊论文
Patterns, 2023, 页码: 100789
Authors:  Zeng, Yi;  Zhao, Dongcheng;  Zhao, Feifei;  Shen, Guobin;  Dong, Yiting;  Lu, Enmeng;  Zhang, Qian;  Sun, Yinqian;  Liang, Qian;  Zhao, Yuxuan;  Zhao, Zhuoya;  Fang, Hongjian;  Wang, Yuwei;  Li, Yang;  Liu, Xin;  Du, Chengcheng;  Kong, Qingqun;  Zizhe, Ruan;  Weida Bi
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Backpropagation with biologically plausible spatiotemporal adjustment for training deep spiking neural networks 期刊论文
Patterns, 2022, 页码: 100522
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(1369Kb)  |  Favorite  |  View/Download:38/20  |  Submit date:2024/06/06
TIM: An Efficient Temporal Interaction Module for Spiking Transformer 会议论文
, Jeju, korea, 2024-08
Authors:  Shen, Sicheng;  Zhao, Dongcheng;  Shen, Guobin;  Zeng, Yi
Adobe PDF(717Kb)  |  Favorite  |  View/Download:31/6  |  Submit date:2024/06/06
Are Conventional SNNs Really Efficient? A Perspective from Network Quantization 会议论文
, Seattle WA, USA, 2024-06-20
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Li, Tenglong;  Li, Jindong;  Zeng, Yi
Adobe PDF(587Kb)  |  Favorite  |  View/Download:50/15  |  Submit date: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
Authors:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
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An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain 会议论文
, VANCOUVER, CANADA, 2024-02-20
Authors:  He, Xiang;  Zhao, Dongcheng;  Li, Yang;  Shen, Guobin;  Kong, Qingqun;  Zeng, Yi
Adobe PDF(1144Kb)  |  Favorite  |  View/Download:41/18  |  Submit date:2024/06/05
Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition 会议论文
, New Orleans, 2023-12-14
Authors:  Dong, Yiting;  Li, Yang;  Zhao, Dongcheng;  Shen, Guobin;  Zeng, Yi
Adobe PDF(11215Kb)  |  Favorite  |  View/Download:29/7  |  Submit date:2024/06/05
FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network With a Spatiotemporal FPGA Accelerator 期刊论文
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 2024, 页码: 1-1
Authors:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
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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
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(2752Kb)  |  Favorite  |  View/Download:100/18  |  Submit date: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
Authors:  Shen, Guobin;  Zhao, Dongcheng;  Dong, Yiting;  Zeng, Yi
Adobe PDF(8398Kb)  |  Favorite  |  View/Download:76/15  |  Submit date:2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks