Filho, E.C.D.B.C., Fairhurst, Michael, Bisset, D.L. (1991) Adaptive pattern-recognition using goal seeking neurons. Pattern Recognition Letters, 12 (3). pp. 131-138. ISSN 0167-8655. (doi:10.1016/0167-8655(91)90040-s) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided) (KAR id:22931)
| The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided. | |
| Official URL: https://doi.org/10.1016/0167-8655(91)90040-s |
Abstract
This paper defines a novel Boolean neuron model which is particularly suited to practical pattern recognition tasks. It achieves its learning with a single pass of the training data and pattern classification capability emerges from the use of local low level goals.
| Item Type: | Article |
|---|---|
| DOI/Identification number: | 10.1016/0167-8655(91)90040-s |
| Uncontrolled keywords: | neural networks; ram-based neurons; fast learning |
| Subjects: |
Q Science > QA Mathematics (inc Computing science) > QA 75 Electronic computers. Computer science Q Science > Q Science (General) > Q335 Artificial intelligence |
| Divisions: | Divisions > Division of Computing, Engineering and Mathematical Sciences > School of Engineering and Digital Arts |
| Depositing User: | O.O. Odanye |
| Date Deposited: | 21 Oct 2009 13:46 UTC |
| Last Modified: | 05 Nov 2024 10:02 UTC |
| Resource URI: | https://kar.kent.ac.uk/id/eprint/22931 (The current URI for this page, for reference purposes) |
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