Summary
International Symposium on Nonlinear Theory and its Applications
2010
Session Number:A3L-D
Session:
Number:A3L-D4
Multi-Layer Perceptron Having Neuro-Glia Network
Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio,
pp.189-192
Publication Date:2010/9/5
Online ISSN:2188-5079
Summary:
Glial cells have known to exist in the brain. They watch brain’s state by signal transmitting each other. Thus, many researchers have taken notice to relationships of glial cells and neurons. In this paper, we propose a Multi-Layer Perceptron (MLP) having neuro-glia network. We give biological features of glial cells to the standard MLP. We consider that we can obtain good performance by glial cells and neurons’ having the interrelation. By computer simulations for solving Two Spiral Problem (TSP), we confirm that the proposed MLP having neuro-glia network gains better performance than the conventional MLP.