Presentation | 2010-07-12 Multi-Layer Perceptron Having Neuro-Glia Network Chihiro IKUTA, Yoko UWATE, Yoshifumi NISHIO, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | In this paper, we propose a Multi-Layer Perceptron (MLP) having neuro-glia network. Neuro-glia network is a network of model which glial cells interrelate neurons in the brain. Glial cells affect to neurons' thresholds and neurons affect to glial cells' output. 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. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Glial Network / Multi-Layer Perceptron / Two-Spiral Problem |
Paper # | NLP2010-31 |
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Committee | NLP |
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Conference Date | 2010/7/5(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Nonlinear Problems (NLP) |
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Language | JPN |
Title (in Japanese) | (See Japanese page) |
Sub Title (in Japanese) | (See Japanese page) |
Title (in English) | Multi-Layer Perceptron Having Neuro-Glia Network |
Sub Title (in English) | |
Keyword(1) | Glial Network |
Keyword(2) | Multi-Layer Perceptron |
Keyword(3) | Two-Spiral Problem |
1st Author's Name | Chihiro IKUTA |
1st Author's Affiliation | Dept. of E.E. Eng., Tokushima University() |
2nd Author's Name | Yoko UWATE |
2nd Author's Affiliation | Dept. of E.E. Eng., Tokushima University |
3rd Author's Name | Yoshifumi NISHIO |
3rd Author's Affiliation | Dept. of E.E. Eng., Tokushima University |
Date | 2010-07-12 |
Paper # | NLP2010-31 |
Volume (vol) | vol.110 |
Number (no) | 122 |
Page | pp.pp.- |
#Pages | 5 |
Date of Issue |