| Presentation | 2010-01-18 A study of the timing mechanism in a cerebellar network model implemented on FPGA Kanako MATSUNO, Takeru HONDA, Hideaki MANABE, Shigeru TANAKA, Tetsuro NISHINO, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | A cerebellar network model has been proposed previously, in which the passage of time can be represented based on the non-recurrence of a temporal sequence of active granule cell populations. In this study. we modified this model for its implementation on FPGA. a type of Field Programmable LSI. The dynamics of the modified model showed that a sequence of active cell populations changed to another for a change of external stimuli. After learning of several timings for each of different external stimuli, the model represented all the timings without additional memory devices. We also designed a practical circuit for the model on FPGA and found that the circuit can work on a real time basis using a commercially available FPGA. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | hardware / LSI / cerebellum / learning timing / neural network |
| Paper # | NC2009-72 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2010/1/11(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) | A study of the timing mechanism in a cerebellar network model implemented on FPGA |
| Sub Title (in English) | |
| Keyword(1) | hardware |
| Keyword(2) | LSI |
| Keyword(3) | cerebellum |
| Keyword(4) | learning timing |
| Keyword(5) | neural network |
| 1st Author's Name | Kanako MATSUNO |
| 1st Author's Affiliation | Graduate school of Electro-Communications, The University of Electro-Communications() |
| 2nd Author's Name | Takeru HONDA |
| 2nd Author's Affiliation | Graduate school of Electro-Communications, The University of Electro-Communications:RIKEN Brain Science Institute |
| 3rd Author's Name | Hideaki MANABE |
| 3rd Author's Affiliation | Graduate school of Electro-Communications, The University of Electro-Communications |
| 4th Author's Name | Shigeru TANAKA |
| 4th Author's Affiliation | Faculty of Electro-Communications, The University of Electro-Communications:RIKEN Brain Science Institute |
| 5th Author's Name | Tetsuro NISHINO |
| 5th Author's Affiliation | Faculty of Electro-Communications, The University of Electro-Communications |
| Date | 2010-01-18 |
| Paper # | NC2009-72 |
| Volume (vol) | vol.109 |
| Number (no) | 363 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |