| Paper Abstract and Keywords |
| Presentation |
2024-01-25 13:15
[Poster Presentation]
Reproduction of changes in membrane potential of neurons by synaptic devices using memristors
Kenta Yachida, Yoshiya Abe, Kazuki Sawai (Ryukoku Univ.), Tokiyoshi Matsuda (Kindai Univ./Ryukoku Univ.), Hidenori Kawanishi (Ryukoku Univ.), Mutsumi Kimura (Ryukoku Univ./NAIST) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
We attempted to replicate the changes in the membrane potential of neurons using thin-film neuromorphic devices that integrate memristors and high-resistance SiO2. Using the dynamic behavior of memristors circuit, we constructed the sum-of-products circuit for continuous spike pulses and confirmed its operation. We confirmed the staircase waveform that the membrane potential rises while spike pulses are applied and is maintained while no spike pulses are applied. We confirmed that this waveform changes depending on the resistance value of memristors. Therefore, we thought that the fabricated devices could be used as synapses in neural networks. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
neural network / neuromorphic / synapse / memristor / / / / |
| Reference Info. |
ITE Tech. Rep. |
| Paper # |
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| Date of Issue |
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| ISSN |
Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
IEICE-EID IDY IEE-EDD SID-JC IEIJ-SSL |
| Conference Date |
2024-01-25 - 2024-01-26 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
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| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
IEICE-EID |
| Conference Code |
2024-01-EID-IDY-EDD-JC-SSL |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Reproduction of changes in membrane potential of neurons by synaptic devices using memristors |
| Sub Title (in English) |
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| Keyword(1) |
neural network |
| Keyword(2) |
neuromorphic |
| Keyword(3) |
synapse |
| Keyword(4) |
memristor |
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| 1st Author's Name |
Kenta Yachida |
| 1st Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 2nd Author's Name |
Yoshiya Abe |
| 2nd Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 3rd Author's Name |
Kazuki Sawai |
| 3rd Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 4th Author's Name |
Tokiyoshi Matsuda |
| 4th Author's Affiliation |
Kindai University/Ryukoku University (Kindai Univ./Ryukoku Univ.) |
| 5th Author's Name |
Hidenori Kawanishi |
| 5th Author's Affiliation |
Ryukoku University (Ryukoku Univ.) |
| 6th Author's Name |
Mutsumi Kimura |
| 6th Author's Affiliation |
Ryukoku University/Nara Institute of Science and Technology (Ryukoku Univ./NAIST) |
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| Speaker |
Author-1 |
| Date Time |
2024-01-25 13:15:00 |
| Presentation Time |
5 minutes |
| Registration for |
IEICE-EID |
| Paper # |
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| Volume (vol) |
vol.48 |
| Number (no) |
no.1 |
| Page |
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| #Pages |
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| Date of Issue |
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