Presentation | 1994/11/11 Performance Analysis of SDAM with Feedback Circuit for a Hardware Neural Network Tomochika Harada, Yoshihiro Hayakawa, Koji Nakajima, Yasuji Sawada, |
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Abstract(in Japanese) | (See Japanese page) |
Abstract(in English) | The exploration of memorizing value of synaptic weight is necessary for a construction of hardware neural network.We have developped SDAM(Switched Diffusion Analog Memory)using non- volatile memory.The linearity of the change of synaptic weight is not perfect in SDAM.However,the linearity becomes perfect by adding a simple feedback circuit with SDAM.Pulse operation is superior as the method of neural network operation.SDAM is able to be operated in pulse made.The linearity of SDAM is independent of pulse duration.In this paper,We study the performance of SDAM with simple feedback circuit analytically and numerically. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | feedback |
Paper # | NLP94-67 |
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Committee | NLP |
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Conference Date | 1994/11/11(1days) |
Place (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) | Performance Analysis of SDAM with Feedback Circuit for a Hardware Neural Network |
Sub Title (in English) | |
Keyword(1) | feedback |
1st Author's Name | Tomochika Harada |
1st Author's Affiliation | Research Institute of Electrical Communication Tohoku University() |
2nd Author's Name | Yoshihiro Hayakawa |
2nd Author's Affiliation | Research Institute of Electrical Communication Tohoku University |
3rd Author's Name | Koji Nakajima |
3rd Author's Affiliation | Research Institute of Electrical Communication Tohoku University |
4th Author's Name | Yasuji Sawada |
4th Author's Affiliation | Research Institute of Electrical Communication Tohoku University |
Date | 1994/11/11 |
Paper # | NLP94-67 |
Volume (vol) | vol.94 |
Number (no) | 329 |
Page | pp.pp.- |
#Pages | 5 |
Date of Issue |