| Presentation | 1998/3/19 Information Transmission Mechanisms of Active Axon in Neural Network Atsushi FUJITA, Kazutaka SOMEYA, Katsutoshi SAEKI, Yoshifumi SEKINE, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper discusses information transmission mechanisms of active axon, which exists in biological neural networks, with particular reference to chaotic phenomena. The analysis is carried out by both theoretical and hardware models. As a result, first, we show that the chaos observed in time series of amplitudes is transferred to time series of interspike intervals. And also, we clarify the information transmission mechanisms. Next, we discuss effects of refractoriness of the active axon on the information transmission by changing threshold of the active axon. In this paper, we assume that the changing the threshold of the active axon is corresponding to the refractoriness. As a result, we show that the chaos observed in the amplitudes can be transferred to the interspike intervals in spite of the threshold of the active axon. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | axon / active feature / chaotic phenomena / relative refractoriness / information transmission / neural networks |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1998/3/19(1days) |
| Place (in Japanese) | (See Japanese page) |
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| Topics (in Japanese) | (See Japanese page) |
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| Registration To | Neurocomputing (NC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Information Transmission Mechanisms of Active Axon in Neural Network |
| Sub Title (in English) | |
| Keyword(1) | axon |
| Keyword(2) | active feature |
| Keyword(3) | chaotic phenomena |
| Keyword(4) | relative refractoriness |
| Keyword(5) | information transmission |
| Keyword(6) | neural networks |
| 1st Author's Name | Atsushi FUJITA |
| 1st Author's Affiliation | College of Science and Technology, Nihon UNIVERSITY() |
| 2nd Author's Name | Kazutaka SOMEYA |
| 2nd Author's Affiliation | College of Science and Technology, Nihon UNIVERSITY |
| 3rd Author's Name | Katsutoshi SAEKI |
| 3rd Author's Affiliation | College of Science and Technology, Nihon UNIVERSITY |
| 4th Author's Name | Yoshifumi SEKINE |
| 4th Author's Affiliation | College of Science and Technology, Nihon UNIVERSITY |
| Date | 1998/3/19 |
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| Volume (vol) | vol.97 |
| Number (no) | 623 |
| Page | pp.pp.- |
| #Pages | 7 |
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