Exchange of information in the brain: from biological neural networks to electrical neural networks

被引：1
|
作者：
Fortuna, L [1 ]
Bucolo, M [1 ]
La Rosa, M [1 ]
Sicurella, G [1 ]
机构：
[1] Dipartimento Ingn Elettrica Elettron & Sistemi, I-95125 Catania, Italy
来源：
FLUCTUATIONS AND NOISE IN BIOLOGICAL, BIOPHYSICAL, AND BIOMEDICAL SYSTEMS II | 2004年 / 5467卷
关键词：
biological neural network; electrical neural network; synchronization;
D O I：
10.1117/12.548629
中图分类号：
Q6 [生物物理学];
学科分类号：
071011 ;
摘要：
In this work neuron information exchanges have been investigated by modeling nonlinear lattices by connecting Hindmarsh-Rose neurons. In the first phase, regular network models have been characterized by varying the coupling strength in bidimensional arrays of neurons. In the second one, dynamical behavior of 2-D small world configurations, with long term connections, has been considered. Several experiments have been characterized by quantifying a synchronization index. A trade off between network architecture complexity and information exchange performances has been discussed.
引用
收藏
页码：370 / 379
页数：10
相关论文
共 50 条
  • [41] BIOLOGICAL ANALOGIES OF THE ARTIFICIAL NEURAL NETWORKS
    WOINAROSCHY, A
    [J]. REVISTA DE CHIMIE, 1995, 46 (03): : 267 - 270
  • [42] Functional model of biological neural networks
    James Ting-Ho Lo
    [J]. Cognitive Neurodynamics, 2010, 4 : 295 - 313
  • [43] SYNCHRONY MEASURES FOR BIOLOGICAL NEURAL NETWORKS
    PINSKY, PF
    RINZEL, J
    [J]. BIOLOGICAL CYBERNETICS, 1995, 73 (02) : 129 - 137
  • [44] Energy coding in biological neural networks
    Wang, Rubin
    Zhang, Zhikang
    [J]. COGNITIVE NEURODYNAMICS, 2007, 1 (03) : 203 - 212
  • [45] Optimal filtering in biological neural networks
    Polpitiya, AD
    Nenadic, Z
    Ghosh, BK
    [J]. PROCEEDINGS OF THE 2001 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2001, : 3539 - 3542
  • [46] Increasing the biological inspiration of neural networks
    Lauria, FE
    [J]. NEURAL NETS, 2002, 2486 : 35 - 43
  • [47] Biological neural networks controlled in vitro
    Wyart, C
    Herr, C
    Ybert, C
    Chatenay, D
    Bourdieu, L
    [J]. BIOFUTUR, 2004, (249) : 30 - 35
  • [48] Function of biological asymmetrical neural networks
    Ishii, N
    Naka, K
    [J]. BIOLOGICAL AND ARTIFICIAL COMPUTATION: FROM NEUROSCIENCE TO TECHNOLOGY, 1997, 1240 : 1115 - 1125
  • [49] Phase dynamics in the biological neural networks
    Kim, S
    Lee, SG
    [J]. PHYSICA A, 2000, 288 (1-4): : 380 - 396
  • [50] Study on simulator for biological neural networks
    Chen, HJ
    Yuan, BZ
    Baxter, DA
    Byrne, JH
    [J]. PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND BRAIN, VOLS 1-3, 2005, : 1318 - 1321
12345