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"Mathematical Neuroscience" is a book for mathematical biologists seeking to discover the complexities of brain dynamics in an integrative way. It is the first research monograph devoted exclusively to the theory and methods of nonlinear analysis of infinite systems based on functional analysis techniques arising in modern mathematics. Neural models that describe the spatio-temporal evolution of
coarse-grained variables such as synaptic or firing rate activity
in populations of neurons and often take the form of
integro-differential equations would not normally reflect an
integrative approach. This book examines the solvability of
infinite systems of reaction diffusion type equations in partially
ordered abstract spaces. It considers various methods and
techniques of nonlinear analysis, including comparison theorems,
monotone iterative techniques, a truncation method, and topological
fixed point methods. Infinite systems of such equations play a
crucial role in the integrative aspects of neuroscience
modeling.
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