Presentation | 1998/3/19 Neural Networks Memorizing Sequential Patterns Taiga Yamasaki, Yoshinori Kataoka, Katsuro Kameyama, kaoru Nakano, |
---|---|
PDF Download Page | PDF download Page Link |
Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | It is necessary to retain information of the past for handling inputs varying with time. So, we introduce the concept "stimuli accumulation effect" that each unit accumulates accepted stimuli when it is not excited. Each unit gets excited by the influence of not only current input but also past inputs. Using this effect, we made neural networks scanning all through the memory space, and associating a temporal sequence with a static pattern. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Neural network / Stimuli accumulation effect / Association / Temporal sequence |
Paper # | |
Date of Issue |
Conference Information | |
Committee | NC |
---|---|
Conference Date | 1998/3/19(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) | Neural Networks Memorizing Sequential Patterns |
Sub Title (in English) | |
Keyword(1) | Neural network |
Keyword(2) | Stimuli accumulation effect |
Keyword(3) | Association |
Keyword(4) | Temporal sequence |
1st Author's Name | Taiga Yamasaki |
1st Author's Affiliation | Graduate School of Engineering Science Osaka University() |
2nd Author's Name | Yoshinori Kataoka |
2nd Author's Affiliation | Graduate School of Engineering Science Osaka University |
3rd Author's Name | Katsuro Kameyama |
3rd Author's Affiliation | Graduate School of Engineering Science Osaka University |
4th Author's Name | kaoru Nakano |
4th Author's Affiliation | Graduate School of Engineering Science Osaka University |
Date | 1998/3/19 |
Paper # | |
Volume (vol) | vol.97 |
Number (no) | 623 |
Page | pp.pp.- |
#Pages | 8 |
Date of Issue |