| Presentation | 2012-01-26 Influence on the Storage Capacity by the Difference Between Network Structure and a Pattern Set Masaya NAKAKURA, Keisuke TERAYAMA, Yukari YAMAUCHI, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In the research field of complex networks, efficiency and performance evaluations of the network structure have been analyzed using the storage capacity of associative memory. Traditionally, researchers have been used random dot patterns for memorizing data. However, to analyze the relationship between network structure and storage capacity only by random dot patterns is not appropriate, because there may exist the optimal network topology for certain data types. Therefore, we adopted sequential patterns and characteristic patterns in addition to random dot patterns. Experimental results showed that the optimal network structure with high storage capacity differs due to the difference of pattern types. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Complex Network / Self-Organization / Small World / Associative Memory |
| Paper # | NC2011-98 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 2012/1/19(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) | Influence on the Storage Capacity by the Difference Between Network Structure and a Pattern Set |
| Sub Title (in English) | |
| Keyword(1) | Complex Network |
| Keyword(2) | Self-Organization |
| Keyword(3) | Small World |
| Keyword(4) | Associative Memory |
| 1st Author's Name | Masaya NAKAKURA |
| 1st Author's Affiliation | College of Industrial Technology, Nihon University() |
| 2nd Author's Name | Keisuke TERAYAMA |
| 2nd Author's Affiliation | College of Industrial Technology, Nihon University |
| 3rd Author's Name | Yukari YAMAUCHI |
| 3rd Author's Affiliation | College of Industrial Technology, Nihon University |
| Date | 2012-01-26 |
| Paper # | NC2011-98 |
| Volume (vol) | vol.111 |
| Number (no) | 419 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |