| Presentation | 1998/11/17 Neural Information Processing by Post-Inhibitory Rebound Firing Ryoko Futami, Shin-ichiro Kanoh, Nozomu Hoshimiya, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A neural network model that can hold the pattern of input spike time is proposed. The model is composed of weakly coupled neural oscillators, each of which contains paired inhibitory spiking neurons and mutual connections to elicit posit-inhibitory rebound firings. It is shown that this mechanism can detect the small time-differences between input spikes and can hold the information on the order of them. The use of post-inhibitory rebound firing makes the free-running frequency of oscillators not so sensitive to the strength of mutual connection. For the computer simulations, Hodgkin-Huxley equations are utilized. It is confirmed that an appropriate CMOS-type hardware neuron model can also generate post-inhibitory rebound firing. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Temporal sequence / Neural oscillator / Short-term memory |
| Paper # | NC98-57 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 1998/11/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Neurocomputing (NC) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Neural Information Processing by Post-Inhibitory Rebound Firing |
| Sub Title (in English) | |
| Keyword(1) | Temporal sequence |
| Keyword(2) | Neural oscillator |
| Keyword(3) | Short-term memory |
| 1st Author's Name | Ryoko Futami |
| 1st Author's Affiliation | Department of Electronics, Graduate School of Engineering, Tohoku University() |
| 2nd Author's Name | Shin-ichiro Kanoh |
| 2nd Author's Affiliation | Department of Electronics, Graduate School of Engineering, Tohoku University |
| 3rd Author's Name | Nozomu Hoshimiya |
| 3rd Author's Affiliation | Department of Electronics, Graduate School of Engineering, Tohoku University |
| Date | 1998/11/17 |
| Paper # | NC98-57 |
| Volume (vol) | vol.98 |
| Number (no) | 401 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |