| Presentation | 1993/9/17 A digital neuroprocessor using quantizer neurons Hiroyuki Nakahira, Shiro Sakiyama, Masakatsu Maruyama, Toshiyuki Kouda, Susumu Maruno, Yasuharu Shimeki, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a digital neuroprocessor using Quantizer Neurons for image or character recognition and learning.The neuroprocessor simulates a neural network named Multi-Functional Layered Network with a Quantizer Neuron model and has 4,736 neurons and 2 Mega synapses.A recognition performance of the neuroprocessor achieves 20.5 GCPS and 1,600 character persecond with testing board on a personal computer.It is implemented in a 1.2 um double metal CMOS process,sea of gates,the chip contains 27,000 gates on a 10.99 x 10.93 mm2 die. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural networks / quantizer neuron / digital neuroprocessor / learning / recognition |
| Paper # | ICD93-99,DSP93-60 |
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| Conference Information | |
| Committee | ICD |
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| Conference Date | 1993/9/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Integrated Circuits and Devices (ICD) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A digital neuroprocessor using quantizer neurons |
| Sub Title (in English) | |
| Keyword(1) | neural networks |
| Keyword(2) | quantizer neuron |
| Keyword(3) | digital neuroprocessor |
| Keyword(4) | learning |
| Keyword(5) | recognition |
| 1st Author's Name | Hiroyuki Nakahira |
| 1st Author's Affiliation | Semiconductor Research Center,Matsushita Electric Industrial() |
| 2nd Author's Name | Shiro Sakiyama |
| 2nd Author's Affiliation | Semiconductor Research Center,Matsushita Electric Industrial |
| 3rd Author's Name | Masakatsu Maruyama |
| 3rd Author's Affiliation | Semiconductor Research Center,Matsushita Electric Industrial |
| 4th Author's Name | Toshiyuki Kouda |
| 4th Author's Affiliation | Central Research Laboratories,Matsushita Electric Industrial |
| 5th Author's Name | Susumu Maruno |
| 5th Author's Affiliation | Central Research Laboratories,Matsushita Electric Industrial |
| 6th Author's Name | Yasuharu Shimeki |
| 6th Author's Affiliation | Central Research Laboratories,Matsushita Electric Industrial |
| Date | 1993/9/17 |
| Paper # | ICD93-99,DSP93-60 |
| Volume (vol) | vol.93 |
| Number (no) | 231 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |