Probability-based nonlinear modeling of neural dynamical systems with point-process inputs and outputs

被引：0
|
作者：
Roman Sandler
Dong Song
Robert E Hampson
Sam A Deadwyler
Theodore Berger
Vasilis Marmarelis
机构：
[1] University of Southern California,Department of Biomedical Engineering
[2] Wake Forest School of Medicine,Department of Physiology
来源：
BMC Neuroscience | / 15卷 / Suppl 1期
关键词：
Spike Train; Output Spike; Impulse Response Filter; Wiener Kernel; Input Spike;
D O I：
10.1186/1471-2202-15-S1-P102
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [41] Neural Controller Design-Based Adaptive Control for Nonlinear MIMO Systems With Unknown Hysteresis Inputs
    Liu, Yan-Jun
    Tong, Shaocheng
    Chen, C. L. Philip
    Li, Dong-Juan
    IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (01) : 9 - 19
  • [42] Observer-based adaptive fuzzy-neural control for unknown nonlinear dynamical systems
    Leu, YG
    Lee, TT
    Wang, WY
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 1999, 29 (05): : 583 - 591
  • [43] Mapping some basic functions and operations to multilayer feedforward neural networks for modeling nonlinear dynamical systems and beyond
    Pei, Jin-Song
    Mai, Eric C.
    Wright, Joseph P.
    Masri, Sami F.
    NONLINEAR DYNAMICS, 2013, 71 (1-2) : 371 - 399
  • [44] Mapping some basic functions and operations to multilayer feedforward neural networks for modeling nonlinear dynamical systems and beyond
    Jin-Song Pei
    Eric C. Mai
    Joseph P. Wright
    Sami F. Masri
    Nonlinear Dynamics, 2013, 71 : 371 - 399
  • [45] Model-based recurrent neural network for modeling nonlinear dynamic systems
    Gan, CY
    Danai, K
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2000, 30 (02): : 344 - 351
  • [46] Data-based modeling and identification for general nonlinear dynamical systems by the multidimensional Taylor network
    Yan, Hong-Sen
    Bi, Zhong-Tian
    Zhou, Bo
    Wan, Xiao-Qin
    Zhang, Jiao-Jun
    Wang, Guo-Biao
    KYBERNETES, 2023, 52 (10) : 4257 - 4271
  • [47] Full Feedback Dynamic Neural Network with Exogenous Inputs for Dynamic Data-Driven Modeling in Nonlinear Dynamic Power Systems
    Zhang, Zhenhui
    Zhang, Zhengjiang
    Zhao, Sheng
    Hong, Zhihui
    Huang, Shipei
    Li, Quanfang
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2023, 18 (06) : 876 - 890
  • [48] Identification of nonlinear systems with outliers using wavelet neural networks based on annealing dynamical learning algorithm
    Ko, Chia-Nan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2012, 25 (03) : 533 - 543
  • [49] Neural-network-based adaptive guaranteed cost control of nonlinear dynamical systems with matched uncertainties
    Mu, Chaoxu
    Wang, Ding
    NEUROCOMPUTING, 2017, 245 : 46 - 54
  • [50] Passivity-based neural network adaptive output feedback control for nonlinear nonnegative dynamical systems
    Hayakawa, T
    Haddad, WM
    Bailey, JM
    Hovakimyan, N
    42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS, 2003, : 5697 - 5702
12345