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个人信息Personal Information
副教授
硕士生导师
教师英文名称：Xiumin Li
教师拼音名称：lixiumin
入职时间：2011-09-01
所在单位：自动化学院
学历：博士研究生毕业
办公地点：重庆大学虎溪校区信息大楼
性别：女
联系方式：xmli@cqu.edu.cn
学位：博士学位
在职信息：在职
毕业院校：香港理工大学
- Chen, Q, Q(外),Chen,李秀敏,Zhang, AG(外).Neuroadaptive Tracking Control of Affine Nonlinear Systems Using Echo State Networks Embedded With Multiclustered Structure and Intrinsic Plasticity:IEEE TRANSACTIONS ON CYBERNETICS,2023):-
- Zhang, AG, AG(外),Zhang,Gao, YM(外), YZ(外),李秀敏,Chen, Q(外).Intrinsic Plasticity for Online Unsupervised Learning Based on Soft-Reset Spiking Neuron Model:IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS,2023,15):337-347
- 陈清,赵凯(学),陈清(学),李秀敏.Asymptotic Tracking Control for Uncertain MIMO Systems: A Biologically Inspired ESN Approach:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,33):1881-1890
- 张安国,张安国(外),高跃明(外),牛玉贞(外).Event-Driven Intrinsic Plasticity for Spiking Convolutional Neural Networks:IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS,2022,33):1986-1995
- 刘洁,许文强(学),刘洁(学),郑啸(外).Improved Visual Recognition Memory Model Based on Grid Cells for Face Recognition:FRONTIERS IN NEUROSCIENCE,2021,15):-
- 李秀敏,易浩(学),罗胜元(学).Pattern Recognition of Spiking Neural Networks Based on Visual Mechanism and Supervised Synaptic Learning:NEURAL PLASTICITY,2020,2020):-
- 李秀敏,罗胜元(学),薛方正.Effects of synaptic integration on the dynamics and computational performance of spiking neural network:COGNITIVE NEURODYNAMICS,2020,14):347-357
- 张安国,周红军,张安国(学),朱伟(外).Fast and robust learning in Spiking Feed-forward Neural Networks based on Intrinsic Plasticity mechanism:NEUROCOMPUTING,2019,365):102-112
- 薛方正,王玮(学),宋永端.Computational modeling of spiking neural network with learning rules from STDP and intrinsic plasticity:PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS,491):716-728
- 薛方正,黎倩,周红军.Reservoir Computing with Both Neuronal Intrinsic Plasticity and Multi-Clustered Structure:COGNITIVE COMPUTATION,9(3):11
- 薛方正,黎倩.The combination of circle topology and leaky integrator neurons remarkably improves the performance of echo state network on time series prediction:PLOS ONE,2017,12(7):17
- 李秀敏,陈清,薛方正.Biological modelling of a computational spiking neural network with neuronal avalanches:PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES,2017,375(2096):16
- 李秀敏,刘辉,薛方正,周红军,宋永端.Liquid computing of spiking neural network with multi-clustered and active-neuron-dominant structure:NEUROCOMPUTING,2017,243):11
- 李秀敏,陈清,薛方正.Bursting dynamics remarkably improve the performance of neural networks on liquid computing:COGNITIVE NEURODYNAMICS,2016,10(5):7
- 刘辉,宋永端,薛方正.Effects of bursting dynamic features on the generation of multi-clustered structure of neural network with symmetric spike-timing-dependent plasticity learning rule:CHAOS,2015,25(11):7