| Presentation | 1994/3/25 A Study of Stochastic Neurodynaueics Using a Master Eqceation Toru Ohira, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We present here a method for the study of stochastic neurodynamics in the framework of the Neural Network Master Equation proposed by Cowan.We consider a model neural network composed of two-state neurons.We employ an outer product representation of Neural Network Master Equation,which enables us to derive transparently a hierarchy of moment equations for the model networks.We propose an approximation schemes on this hierarchy which represents activities of networks by a single or two quasineurons placed in mean fields.An application of these approximations to a simple network is performed and compared with Monte Carlo simulations. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Stodnastic Neurodynaueics / Hierarchy of Moment Equation / Moment Generating Function / Mean Fields / Monte Carlo Siumlation |
| Paper # | NC93-125 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1994/3/25(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| 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) | A Study of Stochastic Neurodynaueics Using a Master Eqceation |
| Sub Title (in English) | |
| Keyword(1) | Stodnastic Neurodynaueics |
| Keyword(2) | Hierarchy of Moment Equation |
| Keyword(3) | Moment Generating Function |
| Keyword(4) | Mean Fields |
| Keyword(5) | Monte Carlo Siumlation |
| 1st Author's Name | Toru Ohira |
| 1st Author's Affiliation | Sony Coumputer Science Laboratory Inc.() |
| Date | 1994/3/25 |
| Paper # | NC93-125 |
| Volume (vol) | vol.93 |
| Number (no) | 537 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |