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M Umit Atalay Nil Uzun Ayse Guliz Bilgin Altinoz M H FERRI ALIABADI Luo Guoqing DR GIULIANOALLEGRI Wasim Orfali PETER BEARMAN Hisham Tolbah Li Lihua Sunil Bhooshan DR PAUL BRUCE Xue Lingyun Daniel E. Acuna Prof. Dr. Ghanshyam Singh Yahya Kemal BAYKAL Li Dujuan Dr. Pradeep Kumar HE CHUN Dr. Rajiv Kumar View MoreRoman Borisyuk
Professor
Science and Engineering
Plymouth University
United Kingdom
Roman Borisyuk is currently working on the problems related to the study of complex dynamics and chaos of the oscillatory neural networks with various types of elements and architectures. In particular, the synchronization modes are carefully studied. There are still many open questions in oscillatory neural networks, the networks of phase oscillators and the networks with time delayed coupling. The study of the problems related to training oscillatory neural networks (reinforcement learning) has been started in order to find the algorithms for network parameter modification which can be used to model neurophysiologycal and psychological data on attention switching and conditioning. The fulfillment of this program will form a unified approach to the solution of the problems of memory, binding, and attention.
Research interest of Roman borisyuk includes: Mathematical and Computational Neuroscience, Mathematical Modelling, Dynamical Systems, Bifurcation Theory.