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| Presentation | 2013-01-25 14:10 Development of a Spiking Neural Network System Consisting of a Dedicated Analog LSI Chip Controlled by an FPGA Michitaka Maeda, Frank Maldonado H., Takayuki Matsuo, Hideki Tanaka, Haichao Liang, Kenji Matsuzaka, Takashi Morie (Kyutech), Kazuyuki Aihara (Univ. of Tokyo)  NLP2012-136 NC2012-126 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Spiking neuron models, in which analog information is expressed by the timing of neuronal spike firing events, attract a great deal of attention. We have already proposed an analog CMOS circuit of the integrate-and- fire spiking neuron model with spike-timing dependent synaptic plasticity (STDP), and have designed and fabricated a CMOS LSI spiking neural network chip. We have demonstrated associative memory operation of a Hopfi eld-type spiking neural network with memorization of patterns using symmetric STDP by chip measurements. In this paper, we describe a developed spiking neural network system including this dedicated LSI chip controlled by an FPGA, and show experimental results using our system. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Spiking neuron model / Spike-timing dependent synaptic plasticity (STDP) / Analog CMOS LSI / FPGA / Neural system / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 390, NC2012-126, pp. 181-186, Jan. 2013. | |
| Paper # | NC2012-126 | |
| Date of Issue | 2013-01-17 (NLP, NC) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | NLP2012-136 NC2012-126 |
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| Conference Information | |
| Committee | NC NLP |
| Conference Date | 2013-01-24 - 2013-01-25 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido University Centennial Memory Hall |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | NC |
| Conference Code | 2013-01-NC-NLP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development of a Spiking Neural Network System Consisting of a Dedicated Analog LSI Chip Controlled by an FPGA |
| Sub Title (in English) | |
| Keyword(1) | Spiking neuron model |
| Keyword(2) | Spike-timing dependent synaptic plasticity (STDP) |
| Keyword(3) | Analog CMOS LSI |
| Keyword(4) | FPGA |
| Keyword(5) | Neural system |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Michitaka Maeda |
| 1st Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 2nd Author's Name | Frank Maldonado H. |
| 2nd Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 3rd Author's Name | Takayuki Matsuo |
| 3rd Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 4th Author's Name | Hideki Tanaka |
| 4th Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 5th Author's Name | Haichao Liang |
| 5th Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 6th Author's Name | Kenji Matsuzaka |
| 6th Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 7th Author's Name | Takashi Morie |
| 7th Author's Affiliation | Kyushu Institute of Technology (Kyutech) |
| 8th Author's Name | Kazuyuki Aihara |
| 8th Author's Affiliation | The University of Tokyo (Univ. of Tokyo) |
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| Speaker | Author-1 |
| Date Time | 2013-01-25 14:10:00 |
| Presentation Time | 20 minutes |
| Registration for | NC |
| Paper # | NLP2012-136, NC2012-126 |
| Volume (vol) | vol.112 |
| Number (no) | no.389(NLP), no.390(NC) |
| Page | pp.181-186 |
| #Pages | 6 |
| Date of Issue | 2013-01-17 (NLP, NC) |
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