Pattern recognition in bistable networks
Proceedings of SPIE - The International Society for Optical Engineering, cilt.3722, ss.457-463, 1999 (SCI-Expanded, Scopus)
- Yayın Türü: Makale / Tam Makale
- Cilt numarası: 3722
- Basım Tarihi: 1999
- Doi Numarası: 10.1117/12.342903
- Dergi Adı: Proceedings of SPIE - The International Society for Optical Engineering
- Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus, Aerospace Database, Communication Abstracts, Compendex, INSPEC, Metadex, Civil Engineering Abstracts
- Sayfa Sayıları: ss.457-463
- Orta Doğu Teknik Üniversitesi Adresli: Evet
Özet
Present study concerns the problem of learning, pattern recognition and computational abilities of a homogeneous network composed from coupled bistable units. An efficient learning algorithm is developed. New possibilities for pattern recognition may be realized due to the developed technique that permits a reconstruction of a dynamical system using the distributions of its attractors. In both cases the updating procedure for the coupling matrix uses the minimization of least-mean-square errors between the applied and desired patterns.