Construction of multi-layer perceptron based on pulse neurons with delay

被引：0
|
作者：
Dunaeva O.A. [1 ]
机构：
[1] Yaroslavl State University, Yaroslavl 150000
来源：
Optical Memory and Neural Networks | 2011年 / 20卷 / 4期
关键词：
asymptotic analysis; Impulse coding of information; McCulloch-Pitts neuron; multilayer perceptron;
D O I：
10.3103/S1060992X11040011
中图分类号：
学科分类号：
摘要：
In article we describe the biologically plausible neuron model based on the differential-difference equation. It is shown that the multilayer perceptron may be modeled with the pulse neural network using impulse information encoding. © 2011 Allerton Press, Inc.
引用
收藏
页码：284 / 292
页数：8
相关论文
共 50 条
  • [1] Multi-Layer Perceptron with Pulse Glial Chain
    Ikuta, Chihiro
    Uwate, Yoko
    Nishio, Yoshifumi
    Yang, Guoan
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2016, E99A (03): : 742 - 755
  • [2] Prediction of zenith tropospheric delay by multi-layer perceptron
    Katsougiannopoulos, S.
    Pikridas, C.
    [J]. JOURNAL OF APPLIED GEODESY, 2009, 3 (04) : 223 - 229
  • [3] Delay Systems Synthesis using Multi-Layer Perceptron Network
    Plonis, D.
    Katkevicius, A.
    Urbanavicius, V.
    Miniotas, D.
    Serackis, A.
    Gurskas, A.
    [J]. ACTA PHYSICA POLONICA A, 2018, 133 (05) : 1281 - 1286
  • [4] Optimized material management in construction using multi-layer perceptron
    Golkhoo, Farzaneh
    Moselhi, Osama
    [J]. CANADIAN JOURNAL OF CIVIL ENGINEERING, 2019, 46 (10) : 909 - 923
  • [5] Investigation of Multi-Layer Perceptron with Pulse Glial Chain Based on Individual Inactivity Period
    Ikuta, Chihiro
    Uwate, Yoko
    Nishio, Yoshifumi
    [J]. PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 1638 - 1643
  • [6] An extension of multi-layer perceptron based on layer-topology
    Zuters, J
    [J]. ENFORMATIKA, VOL 7: IEC 2005 PROCEEDINGS, 2005, : 178 - 181
  • [7] An Extension of Multi-Layer Perceptron Based on Layer-Topology
    Zuters, Janis
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 7, 2005, 7 : 178 - 181
  • [8] Investigation of Multi-Layer Perceptron with Propagation of Glial Pulse to Two Directions
    Ikuta, Chihiro
    Uwate, Yoko
    Nishio, Yoshifumi
    [J]. 2012 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS 2012), 2012, : 2099 - 2102
  • [9] Multi-layer Perceptron Based Video Surveillance System
    Harihar, Vijai Kumar
    Sukumaran, Sandeep
    Sirajuddin, Samar
    Sali, Aswathy
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (ICCIC), 2017, : 490 - 495
  • [10] Multi-layer perceptron based modelling of nonlinear systems
    Lightbody, G
    Irwin, GW
    [J]. FUZZY SETS AND SYSTEMS, 1996, 79 (01) : 93 - 112
12345