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Multi-Scale Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning 会议论文
, Online, February 22–March 1, 2022
作者:  Zhang, Duzhen;  Zhang, Tielin;  Jia, Shuncheng;  Xu, Bo
Adobe PDF(2249Kb)  |  收藏  |  浏览/下载:46/16  |  提交时间:2024/06/11
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:44/23  |  提交时间:2024/06/06
Efficient and Accurate Converted Spiking Neural Network with Burst Spikes 会议论文
, Vienna, 23-29 July 2022
作者:  Yang Li;  Yi Zeng
Adobe PDF(641Kb)  |  收藏  |  浏览/下载:72/31  |  提交时间:2024/05/30
Spiking Neural Networks  Conversion  Burst Spike  
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:  Yi-Jun Zhang;  Zhao-Fei Yu;  Jian. K. Liu;  Tie-Jun Huang
Adobe PDF(1723Kb)  |  收藏  |  浏览/下载:87/32  |  提交时间:2024/04/23
Neural decoding  machine learning  deep learning  visual decoding  brain-inspired vision  
General spiking neural network framework for the learning trajectory from a noisy mmWave radar 期刊论文
Neuromorphic Computing and Engineering, 2022, 卷号: 2, 期号: 3
作者:  Liu,Xin;  Yan,Mingyu;  Deng,Lei;  Wu,Yujie;  Han,De;  Li,Guoqi;  Ye,Xiaochun;  Fan,Dongrui
收藏  |  浏览/下载:84/0  |  提交时间:2023/05/31
millimeter wave radar  spiking neural networks  attention mechanism  model robustness  trajectory estimation  
N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning 期刊论文
Scientific Data, 2022, 卷号: 9, 期号: 1, 页码: 9
作者:  Li, Yang;  Dong, Yiting;  Zhao, Dongcheng;  Zeng, Yi
Adobe PDF(4359Kb)  |  收藏  |  浏览/下载:184/21  |  提交时间:2023/03/20
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:  Wang, Xiaona;  Chen, Jiahao;  Qiao, Hong
Adobe PDF(2080Kb)  |  收藏  |  浏览/下载:168/22  |  提交时间:2023/03/20
Muscles  Recurrent neural networks  Mathematical models  Bio-inspired control  Robot kinematics  Tendons  Musculoskeletal system  Biologically inspired control  motor cortex  movement preparation  musculoskeletal system  recurrent neural network (RNN)  
Rethinking Pretraining as a Bridge From ANNs to SNNs 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:  Lin, Yihan;  Hu, Yifan;  Ma, Shijie;  Yu, Dongjie;  Li, Guoqi
收藏  |  浏览/下载:366/0  |  提交时间:2023/03/20
Training  Task analysis  Neurons  Pipelines  Artificial neural networks  Feature extraction  Transfer learning  Event-driven dataset  neural network (NN) analysis  pretraining technique  spiking NN (SNN)  transfer learning  
A brain-inspired robot pain model based on a spiking neural network 期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 13
作者:  Feng, Hui;  Zeng, Yi
Adobe PDF(1837Kb)  |  收藏  |  浏览/下载:178/8  |  提交时间:2023/02/22
brain-inspired intelligent robot  robot pain  spiking neural network  free energy principle  spike-time-dependent-plasticity  
Driving brain state transitions in major depressive disorder through external stimulation 期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
作者:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
Adobe PDF(3245Kb)  |  收藏  |  浏览/下载:268/76  |  提交时间:2023/01/17