| Presentation | 2005/11/12 Dependence of scale-free random Boolean networks' dynamics on combinations of Boolean functions at highly connected and its upstream nodes Chikoo OOSAWA, Kazuhiro TAKEMOTO, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We have performed numerical and analytical study on scale-free random Boolean networks(SFRBN) to understand the role and/or contribution of hubs on their dynamical properties. Both entropy and mutual information are sentitive to the Boolean function on node at hub including their upstreams. The higher connected hubs have the larger effect on their dynamics. An independnt analytical approach with using Boolean subnetworks shows the differences in capacity, length, sensitivity and entropy productivity on the combinations of Boolean functions. We have good correlations between the numerical and analytical results, indicating dynamical properties of SFRBN depend on the combinations of Boolean functions at highly connected nodes and their upstreams. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | random Boolean networks / entropy / mutual information / scale-free(SF) |
| Paper # | NLP2005-74,NC2005-66 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 2005/11/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| 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) | Dependence of scale-free random Boolean networks' dynamics on combinations of Boolean functions at highly connected and its upstream nodes |
| Sub Title (in English) | |
| Keyword(1) | random Boolean networks |
| Keyword(2) | entropy |
| Keyword(3) | mutual information |
| Keyword(4) | scale-free(SF) |
| 1st Author's Name | Chikoo OOSAWA |
| 1st Author's Affiliation | Department of Bioscience and Bioinformatics, Kyushu Institute of Technology:Bioalgorithm Project, Department of Bioscience and Bioinformatics, Kyushu Institute of Technology() |
| 2nd Author's Name | Kazuhiro TAKEMOTO |
| 2nd Author's Affiliation | Department of Bioscience and Bioinformatics, Kyushu Institute of Technology |
| Date | 2005/11/12 |
| Paper # | NLP2005-74,NC2005-66 |
| Volume (vol) | vol.105 |
| Number (no) | 419 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |