| Paper Abstract and Keywords |
| Presentation |
2019-11-08 13:05
An autoregressive mathematical model for reproducing the neuronal spiking responses
Suguru Hirai (Kindai Univ.), Akihiro Masaoka (Tamagawa Univ.), Takeshi Kohama (Kindai Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The purpose of this study is to develop a mathematical model of neural activity that can share mathematical expressions from both macroscopic and microscopic viewpoints, and to help understand the higher-order functions of the brain from both viewpoints. We extended the autoregressive neural response model proposed by Masaoka & Kohama and proposed a model that can reproduce various spike responses of a single neuron. As a result of comparing the proposed model with the Izhikevich model, which is known to be highly reproducible as a single neuron model, the proposed model was able to obtain an output similar to Izhikevich model. These results indicate that the proposed model can sufficiently reproduce various spike responses of neurons |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Neuron / Spike response / Neuronal mechanism model / Constructive approach / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 43, no. 37, HI2019-71, pp. 1-4, Nov. 2019. |
| Paper # |
HI2019-71 |
| Date of Issue |
2019-11-01 (HI) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
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| Conference Information |
| Committee |
HI VRPSY |
| Conference Date |
2019-11-08 - 2019-11-09 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kindai Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
HI |
| Conference Code |
2019-11-HI-VRPSY |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An autoregressive mathematical model for reproducing the neuronal spiking responses |
| Sub Title (in English) |
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| Keyword(1) |
Neuron |
| Keyword(2) |
Spike response |
| Keyword(3) |
Neuronal mechanism model |
| Keyword(4) |
Constructive approach |
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| 1st Author's Name |
Suguru Hirai |
| 1st Author's Affiliation |
Kindai University (Kindai Univ.) |
| 2nd Author's Name |
Akihiro Masaoka |
| 2nd Author's Affiliation |
Tamagawa University (Tamagawa Univ.) |
| 3rd Author's Name |
Takeshi Kohama |
| 3rd Author's Affiliation |
Kindai University (Kindai Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2019-11-08 13:05:00 |
| Presentation Time |
25 minutes |
| Registration for |
HI |
| Paper # |
HI2019-71 |
| Volume (vol) |
vol.43 |
| Number (no) |
no.37 |
| Page |
pp.1-4 |
| #Pages |
4 |
| Date of Issue |
2019-11-01 (HI) |