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Constructing convolutional neural network by utilizing nematode connectome: A brain-inspired method 期刊论文
APPLIED SOFT COMPUTING, 2023, 卷号: 149, 页码: 10
作者:  Su, Dan;  Chen, Liangming;  Du, Xiaohao;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载:8/0  |  提交时间:2024/01/17
Convolutional neural network  Caenorhabditis elegans  Nematode connectome  
A Noise-Tolerant k-WTA Model With Its Application on Multirobot System 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 页码: 11
作者:  Jin, Long;  Chen, Yingqi;  Liu, Mei
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/25
Mathematical models  Numerical models  Biological neural networks  Analytical models  Computational modeling  Stability analysis  Personal digital devices  k-winners-take-all (k-WTA) operation  multirobot system  noise tolerance  steady-state error  
High-Order Robust Discrete-Time Neural Dynamics for Time-Varying Multilinear Tensor Equation With M-Tensor 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 9, 页码: 9457-9467
作者:  Liu, Mei;  Wu, Huanmei;  Shi, Yang;  Jin, Long
收藏  |  浏览/下载:11/0  |  提交时间:2023/12/25
Multilinear tensor equation (MTE)  neural dynamics (ND)  Taylor-type difference formula  
Neural Solution to Dynamic Overdetermined System With Applications to Data Fitting and Parameters Estimation 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 12
作者:  Liu, Mei;  Liufu, Ying;  Lu, Huiyan;  Shang, Mingsheng
收藏  |  浏览/下载:12/0  |  提交时间:2023/12/25
Artificial neural networks  Mathematical models  Real-time systems  Heuristic algorithms  Convergence  Computational modeling  Time-varying systems  Convergence property  dynamic overdetermined system  integral neural solution (INS)  noise-suppression ability  zeroing neural network (ZNN)  
Long short-term memory with activation on gradient 期刊论文
NEURAL NETWORKS, 2023, 卷号: 164, 页码: 135-145
作者:  Qin, Chuan;  Chen, Liangming;  Cai, Zangtai;  Liu, Mei;  Jin, Long
收藏  |  浏览/下载:9/0  |  提交时间:2023/12/25
Long short -term memory (LSTM)  Gradient activation  Vanishing gradient problem  Exploding gradient problem  Ill-conditioned problem  
A noise-suppressing discrete-time neural dynamics model for solving time-dependent multi-linear M-tensor equation q 期刊论文
NEUROCOMPUTING, 2023, 卷号: 520, 页码: 240-249
作者:  Liu, Mei;  Wu, Huanmei;  Shang, Mingsheng
收藏  |  浏览/下载:52/0  |  提交时间:2023/02/07
Multi -linear M -tensor equation  Time dependence  Noise -suppressing discrete -time neural  dynamics (NSDTND)