Diffuse Algorithms for Neural and Neuro-Fuzzy Networks - With Applications in Control Engineering and Signal Processing

Informationen zum Autor Professor Skorohod was born in Dnepropetrovsk, Soviet Union in 1951. He received M.S. and Ph.D in electrical engineering from Sevastopol State University, Sevastopol, in 1973 and 1980, respectively. From 1980 to 1985, he was a Senior Researcher with the Department of Technical Cybernetics, Sevastopol State University, from 1985 to 1991, he was the Head of the Laboratory, Sevastopol State University and since 1992, he has been professor in the Department of Informatics and control in Technical systems, Sevastopol State University, Sevastopol, Russia. His interests include control systems, intelligent algorithms, neural networks and fuzzy logic.

Sommario

1. Introduction2. Diffuse algorithms for estimating parameters of linear regression3. Statistical analysis of fluctuations of least squares algorithm on final time interval4. Diffuse neural and neuro-fuzzy networks training algorithms5. Diffuse Kalman filter6. Applications of diffuse algorithms

Dettagli sul prodotto

• Autori: Boris A. Skorohod, Boris. A Skorohod, Boris.A Skorohod, Boris.A (Informatics and Control in Technical Systems Department Skorohod
• Editore: ELSEVIER SCIENCE BV
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 31.03.2017
• EAN: 9780128126097
• ISBN: 978-0-12-812609-7
• Pagine: 220
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Tematiche generali, enciclopedie; COMPUTERS / Data Science / Neural Networks, Neural networks and fuzzy systems, Neural networks & fuzzy systems