| Paper Abstract and Keywords |
| Presentation |
2006-03-16 16:00
Chaotic Pattern Transitions in Pulse Neural Networks
Takashi Kanamaru (Kogakuin Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In 1980s, chaotic memory transitions in the associative memory model were proposed by many authors using rate-coded neural networks. To our knowledge, there are no researches that realized chaotic memory transitions using a pulse neural network (PNN), and that might be because the range of parameter values to obtain chaos in PNN is often narrow. In this report, we realize chaotic memory transitions in pulse neural networks composed of class 1 pulse neurons such as canonical models and Morris-Lecar neurons. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
chaotic associative memory / synchronization / pulse neural network / class 1 neuron / Morris-Lecar neuron / Fokker-Planck equation / / |
| Reference Info. |
IEICE Tech. Rep., vol. 105, no. 658, NC2005-148, pp. 139-144, March 2006. |
| Paper # |
NC2005-148 |
| Date of Issue |
2006-03-09 (NC) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
NC |
| Conference Date |
2006-03-15 - 2006-03-17 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Tamagawa University |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
General |
| Paper Information |
| Registration To |
NC |
| Conference Code |
2006-03-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Chaotic Pattern Transitions in Pulse Neural Networks |
| Sub Title (in English) |
|
| Keyword(1) |
chaotic associative memory |
| Keyword(2) |
synchronization |
| Keyword(3) |
pulse neural network |
| Keyword(4) |
class 1 neuron |
| Keyword(5) |
Morris-Lecar neuron |
| Keyword(6) |
Fokker-Planck equation |
| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Takashi Kanamaru |
| 1st Author's Affiliation |
Kogakuin University (Kogakuin Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2006-03-16 16:00:00 |
| Presentation Time |
25 minutes |
| Registration for |
NC |
| Paper # |
NC2005-148 |
| Volume (vol) |
vol.105 |
| Number (no) |
no.658 |
| Page |
pp.139-144 |
| #Pages |
6 |
| Date of Issue |
2006-03-09 (NC) |