| Presentation | 1999/3/19 Self-Learning of the Neocognitron-type Temporal Pattern Recognition Model Tsukasa AOSHIKA, Sei TAKAHASHI, Yoshifumi SEKINE, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we discuss self-learning of the Neocognitron-type Temporal Pattern Recognition Model (Neo-TPRM). Successive learning is introduced into the Neo-TPRM for the adaptive recognition of patterns. For the examination of plasticity of weights, a simplified model is tested by computer simulation. Input patterns having the different number of local features are inputted into the model. The results show that the same number of sets of weights as local features included in the input patterns is formed, and that sets of weights corresponding to local features are vanished if the features are not included in input patterns for a certain period of time. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | neural network / Neocognitron / self-learning / temporal patten |
| Paper # | NC98-156 |
| Date of Issue |
| Conference Information | |
| Committee | NC |
|---|---|
| Conference Date | 1999/3/19(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) | Self-Learning of the Neocognitron-type Temporal Pattern Recognition Model |
| Sub Title (in English) | |
| Keyword(1) | neural network |
| Keyword(2) | Neocognitron |
| Keyword(3) | self-learning |
| Keyword(4) | temporal patten |
| 1st Author's Name | Tsukasa AOSHIKA |
| 1st Author's Affiliation | Department of Electronic Engineering, College of Science & Technology, NIHON UNIVERSITY() |
| 2nd Author's Name | Sei TAKAHASHI |
| 2nd Author's Affiliation | Department of Electronic Engineering, College of Science & Technology, NIHON UNIVERSITY |
| 3rd Author's Name | Yoshifumi SEKINE |
| 3rd Author's Affiliation | Department of Electronic Engineering, College of Science & Technology, NIHON UNIVERSITY |
| Date | 1999/3/19 |
| Paper # | NC98-156 |
| Volume (vol) | vol.98 |
| Number (no) | 674 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |