| Presentation | 2002/3/13 Analog neural-network associative memories with symmetrically connected CMOS synapses Kazuhiko NAKAZAWA, Akira HIROSE, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Analog neural network hardware has many advantages such as quicker response and smaller chip area over digital or pulse hardware. However, it is not widely investigated because it has been considered to have drawbacks in synaptic weight precision and noise. In order to overcome the problems, we propose novel designs: (l)a quick-response synaptic weight with high symmetry in both small-signal and large-amplitude operation and (2)an open-loop, quick-response and parallel-symmetric neuron circuit that has inverse and non-inverse output with high symmetry in delay and amplitude. We report the fabrication of an associative memory chip and its characteristics. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Neurochip / Analog neural network / Symmetry / Synaptic resistor |
| Paper # | NC2001-219 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2002/3/13(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) | Analog neural-network associative memories with symmetrically connected CMOS synapses |
| Sub Title (in English) | |
| Keyword(1) | Neurochip |
| Keyword(2) | Analog neural network |
| Keyword(3) | Symmetry |
| Keyword(4) | Synaptic resistor |
| 1st Author's Name | Kazuhiko NAKAZAWA |
| 1st Author's Affiliation | Department of Electronics Engineering, Graduate School of Engineering, The University of Tokyo() |
| 2nd Author's Name | Akira HIROSE |
| 2nd Author's Affiliation | Department of Frontier Informatics, Graduate School of Frontier Sciences, The University of Tokyo |
| Date | 2002/3/13 |
| Paper # | NC2001-219 |
| Volume (vol) | vol.101 |
| Number (no) | 737 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |