BRAIN DYNAMICS
Ouvrage 9783540430766 : BRAIN DYNAMICS
This book addresses a large variety of models in mathematical and
computational neuroscience. It is written for the experts as well as for
graduate students wishing to enter this fascinating field of research.
The author studies the behaviour of large neural networks composed of
many neurons coupled by spike trains. He devotes the main part to the
synchronization problem. He presents neural net models more realistic
than the conventional ones by taking into account the detailed dynamics
of axons, synapses and dendrites, allowing rather arbitrary couplings
between neurons. He gives a complete stability analysis that goes
significantly beyond what has been known so far. He also derives
pulse-averaged equations including those of the Wilson--Cowan and the
Jirsa--Haken--Nunez types and discusses the formation of spatio-temporal
neuronal activity patterns. An analysis of phase locking via sinusoidal
couplings leading to various kinds of movement coordination is included.
Auteur : HAKEN
Editeur : SPRINGER VERLAG
Nombre de pages : 280
Date de publication : 10 2002
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