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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：2/0  |  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：0/0  |  提交时间：2024/06/05
An Efficient Knowledge Transfer Strategy for Spiking Neural Networks from Static to Event Domain 会议论文
, VANCOUVER, CANADA, 2024-02-20
作者:  He, Xiang;  Zhao, Dongcheng;  Li, Yang;  Shen, Guobin;  Kong, Qingqun;  Zeng, Yi
Adobe PDF(1144Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/06/05
Bullying10K: A Large-Scale Neuromorphic Dataset towards Privacy-Preserving Bullying Recognition 会议论文
, New Orleans, 2023-12-14
作者:  Dong, Yiting;  Li, Yang;  Zhao, Dongcheng;  Shen, Guobin;  Zeng, Yi
Adobe PDF(11215Kb)  |  收藏  |  浏览/下载：4/1  |  提交时间：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
作者:  Li, Jindong;  Shen, Guobin;  Zhao, Dongcheng;  Zhang, Qian;  Zeng, Yi
Adobe PDF(1738Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/06/05
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：54/1  |  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 OF THE UNITED STATES OF AMERICA, 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：31/0  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
STDIN: Spatio-temporal distilled interpolation for electron microscope images 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 188-202
作者:  Wang, Zejin;  Sun, Guodong;  Li, Guoqing;  Shen, Lijun;  Zhang, Lina;  Han, Hua
Adobe PDF(6579Kb)  |  收藏  |  浏览/下载：253/25  |  提交时间：2022/11/14
Spatio-temporal ensemble  Feedback distillation  Electron microscope interpolation  
Triplet graph convolutional network for multi-scale analysis of functional connectivity using functional MRI 会议论文
, Shen Zhen, 2019/09/17
作者:  Dongren Yao;  Mingxia Liu;  Mingliang Wang;  Chunfeng Lian;  Jie Wei;  Li Sun;  Jing Sui;  Dinggang Shen
Adobe PDF(914Kb)  |  收藏  |  浏览/下载：126/42  |  提交时间：2021/06/18
Temporal-Adaptive Graph Convolutional Network for Automated Identification of Major Depressive Disorder Using Resting-State fMRI 会议论文
, Lima, 2020/10/4
作者:  Dongren Yao;  Jing Sui;  Erkun Yang;  Pew-Thian Yap;  Dinggang Shen;  Mingxia Liu
Adobe PDF(796Kb)  |  收藏  |  浏览/下载：156/46  |  提交时间：2021/06/18