| Presentation | 1994/6/28 Storage Capacity Analysis on a Model of Human Associative Processing,HASP Masaki Kawamura, Yuzo Hirai, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | While traditional associative memory models cannot resolve one- to-many associations,HASP can resolve such associations by mutually inhibitory networks.Since the mutually inhibitory networks can also eliminate crosstalk noise,the storage capacity of HASP will increase. In this paper,the storage capacity of HASP is analyzed.As the result of analysis,it is shown that when key and associative vectors are sparsely coded,storage capacity of HASP is more than twice the capacity of heteroassociative networks hitherto proposed. Since the number of connections of HASP is just twice the number of connections of heteroassociative networks,the performance overwhelms that of heteroassociative networks with the same number of connections as HASP. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | associative networks / crosstalk noise / Storage capacity / HASP |
| Paper # | NC94-19 |
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| Conference Information | |
| Committee | NC |
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| Conference Date | 1994/6/28(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) | Storage Capacity Analysis on a Model of Human Associative Processing,HASP |
| Sub Title (in English) | |
| Keyword(1) | associative networks |
| Keyword(2) | crosstalk noise |
| Keyword(3) | Storage capacity |
| Keyword(4) | HASP |
| 1st Author's Name | Masaki Kawamura |
| 1st Author's Affiliation | Master's Degree Program in Scientific Technology,University of Tsukuba() |
| 2nd Author's Name | Yuzo Hirai |
| 2nd Author's Affiliation | Institute of Information Sciences and Electronics,University of Tsukuba |
| Date | 1994/6/28 |
| Paper # | NC94-19 |
| Volume (vol) | vol.94 |
| Number (no) | 129 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |