| Presentation | 1994/1/21 On characteristics of Newral Networks with Sigma-pi Units Hiromi Miyajima, Sadayuki Murashima, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Though newral networks with the sigma-pi units,all of which depend on not only the states but also the product of states, proposed by Lumerhert,there are few characteristics about them.On the other hand,it is well known that the Hopfield networks can be characterized using the energy functions. In this paper,we characterize the newral networks with sigma-pi units by using the energy functions.As a result,in the asynchronous circuits Hopfield′s results can be generalized easily using them,and in the synchronous circuits Goles′ ones are genera lized with changing a part of the definition of the state transition function. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Newral networks / Sigma-pi units / Energy functions / Hoptield networks |
| Paper # | CAS93-102 |
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| Conference Information | |
| Committee | CAS |
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| Conference Date | 1994/1/21(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Circuits and Systems (CAS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | On characteristics of Newral Networks with Sigma-pi Units |
| Sub Title (in English) | |
| Keyword(1) | Newral networks |
| Keyword(2) | Sigma-pi units |
| Keyword(3) | Energy functions |
| Keyword(4) | Hoptield networks |
| 1st Author's Name | Hiromi Miyajima |
| 1st Author's Affiliation | Department of Information and Computer Science,Faculty of Engineering,Kagoshima University() |
| 2nd Author's Name | Sadayuki Murashima |
| 2nd Author's Affiliation | Department of Information and Computer Science,Faculty of Engineering,Kagoshima University |
| Date | 1994/1/21 |
| Paper # | CAS93-102 |
| Volume (vol) | vol.93 |
| Number (no) | 432 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |