| Presentation | 2005/3/21 競合学習パルスニューラルネットワークの勝者決定手法における勝者ニューロンの入力追従性に関する検討 Kaname IWASA, Susumu KUROYANAGI, Akira IWATA, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We proposed the control method to achieve competition learning SOM network by using pulsed neuron model. This method controls each threshold of al SOM neurons uniformly. We have constructed the sound-localization model using this SOM network, and the operation verification have done. However, the algorithm was only tested with fixed parameters for any input patterns. In this paper, we examine behavior of the thresholds controlling with various inputs, and propose an adaptive control method of the thresholds. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Pulsed Neuron Model / Self Organizing Map / Competition Learning / adaptive control |
| Paper # | NC2004-166 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2005/3/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | |
| Sub Title (in English) | |
| Keyword(1) | Pulsed Neuron Model |
| Keyword(2) | Self Organizing Map |
| Keyword(3) | Competition Learning |
| Keyword(4) | adaptive control |
| 1st Author's Name | Kaname IWASA |
| 1st Author's Affiliation | Department of Computer Science and Engineering Graduate School of Engineering Nagoya Institute of Technology() |
| 2nd Author's Name | Susumu KUROYANAGI |
| 2nd Author's Affiliation | Department of Computer Science and Engineering Graduate School of Engineering Nagoya Institute of Technology |
| 3rd Author's Name | Akira IWATA |
| 3rd Author's Affiliation | Department of Computer Science and Engineering Graduate School of Engineering Nagoya Institute of Technology |
| Date | 2005/3/21 |
| Paper # | NC2004-166 |
| Volume (vol) | vol.104 |
| Number (no) | 758 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |