On memory and structural dynamism in excitable cellular automata with defensive inhibition

被引:5
|
作者
Alonso-Sanz, Ramon [1 ]
Adamatzky, Andrew [2 ]
机构
[1] ETSI Agronomos Estadist, Madrid 28040, Spain
[2] Univ W England, Fac Comp Engn & Math Sci, Bristol BS16 1QY, Avon, England
来源
INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS | 2008年 / 18卷 / 02期
基金
英国工程与自然科学研究理事会;
关键词
cellular automata; dynamical topology; memory; excitation; neural networks;
D O I
10.1142/S0218127408020458
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Commonly studied cellular automata are memoryless and have fixed topology of connections between cells. However by allowing updates of links and short-term memory in cells we may potentially discover novel complex regimes of spatio-temporal dynamics. Moreover, by adding memory and dynamical topology to state update rules we somehow forge elementary but nontraditional models of neurons networks ( aka neuron layers in frontal parts). In the present paper, we demonstrate how this can be done on a self-inhibitory excitable cellular automata. These automata imitate a phenomenon of inhibition caused by hight-strength stimulus: a resting cell excites if there are one or two excited neighbors, the cell remains resting otherwise. We modify the automaton by allowing cells to have few-steps memories, and create links between neighboring cells removed or generated depending on the states of the cells.
引用
收藏
页码:527 / 539
页数:13
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