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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
作者:  Shen, Guobin;  Zhao, Dongcheng;  Zeng, Yi
收藏  |  浏览/下载：27/0  |  提交时间：2024/02/22
Dendritic Nonlinearity  Dendritic Spatial Gating Module  Dendritic Temporal Adjust Module  Spiking Neural Networks  
Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:  Wei, Qinglai;  Han, Liyuan;  Zhang, Tielin
收藏  |  浏览/下载：7/0  |  提交时间：2024/03/27
Task analysis  Neurons  Trajectory  Behavioral sciences  Dynamic programming  Control theory  Biology  Direct dynamic programming (DDP)  Lorenz system  multiscale dynamics  point-to-point control  recursive least square (RLS)  spiking neural network (SNN)  
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics 期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:  Zheng, Hanle;  Zheng, Zhong;  Hu, Rui;  Xiao, Bo;  Wu, Yujie;  Yu, Fangwen;  Liu, Xue;  Li, Guoqi;  Deng, Lei
收藏  |  浏览/下载：29/0  |  提交时间：2024/02/21
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
收藏  |  浏览/下载：15/0  |  提交时间：2024/02/21
brain-inspired  neural circuit evolution  spiking neural networks  
Sparser spiking activity can be better: Feature Refine-and-Mask spiking neural network for event-based visual recognition 期刊论文
NEURAL NETWORKS, 2023, 卷号: 166, 页码: 410-423
作者:  Yao, Man;  Zhang, Hengyu;  Zhao, Guangshe;  Zhang, Xiyu;  Wang, Dingheng;  Cao, Gang;  Li, Guoqi
收藏  |  浏览/下载：64/0  |  提交时间：2023/11/16
Spiking neural network  Event-based vision  Neuromorphic computing  Attention mechanism  Brain-inspired computing  
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
收藏  |  浏览/下载：53/0  |  提交时间：2023/11/17
Spiking neural network  Unsupervised  Plasticity learning rule  Brain inspired connection  
Mixture of personality improved spiking actor network for efficient multi-agent cooperation 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 14
作者:  Li, Xiyun;  Ni, Ziyi;  Ruan, Jingqing;  Meng, Linghui;  Shi, Jing;  Zhang, Tielin;  Xu, Bo
收藏  |  浏览/下载：50/0  |  提交时间：2023/11/17
multi-agent cooperation  personality theory  spiking actor networks  multi-agent reinforcement learning  theory of mind  
Self-Lateral Propagation Elevates Synaptic Modifications in Spiking Neural Networks for the Efficient Spatial and Temporal Classification 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:  Zhang, Tielin;  Wang, Qingyu;  Xu, Bo
收藏  |  浏览/下载：67/0  |  提交时间：2023/11/17
Self-lateral propagation (SLP)  spatial classifica-tion  spiking neural network (SNN)  synaptic plasticity  temporal classification  
Nuclear lamina erosion-induced resurrection of endogenous retroviruses underlies neuronal aging 期刊论文
CELL REPORTS, 2023, 卷号: 42, 期号: 6, 页码: 31
作者:  Zhang, Hui;  Li, Jiaming;  Yu, Yang;  Ren, Jie;  Liu, Qiang;  Bao, Zhaoshi;  Sun, Shuhui;  Liu, Xiaoqian;  Ma, Shuai;  Liu, Zunpeng;  Yan, Kaowen;  Wu, Zeming;  Fan, Yanling;  Sun, Xiaoyan;  Zhang, Yixin;  Ji, Qianzhao;  Cheng, Fang;  Wei, Peng-Hu;  Ma, Xibo;  Zhang, Shiqian;  Xie, Zhengwei;  Niu, Yuyu;  Wang, Yan-Jiang;  Han, Jing-Dong J.;  Jiang, Tao;  Zhao, Guoguang;  Ji, Weizhi;  Belmonte, Juan Carlos Izpisua;  Wang, Si;  Qu, Jing;  Zhang, Weiqi;  Liu, Guang-Hui
收藏  |  浏览/下载：96/0  |  提交时间：2023/11/17
TinyNeRF: Towards 100 times Compression of Volume Radiance Fields 会议论文
, 线上, 2023-02
作者:  Zhao TL(赵天理);  Chen JY(陈嘉园);  Leng C(冷聪);  Cheng J(程健)
Adobe PDF(2855Kb)  |  收藏  |  浏览/下载：146/35  |  提交时间：2023/06/21
Neural Radiance Fields  Discrete Cosine Transformation  Frequency Domain