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Titlebook: Lectures in Supercomputational Neuroscience; Dynamics in Complex Peter beim Graben (Dr.),Changsong Zhou (Prof.Dr.), Book 2008 Springer-Ver

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Neural and Cognitive Modeling with Networks of Leaky Integrator Unitso train the temporal behavior of leaky integrator networks by generalized back-propagation and discuss their physiological relevance. Eventually, we show how leaky integrator units can be used to build oscillators that may serve as models of brain oscillations and cognitive processes.
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A Dynamic Model of the Macrocolumnl of the self-organization of synapses, using a simple Hebbian learning rule with decay. The patterns of connection of maximally stable configuration are compared to real cortical synaptic connections that emerge in neurodevelopment.
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Foundations of Neurophysicsinally, the basic principles of the neuroelectrodynamics of mass potentials, i.e. dendritic .elds, local .eld potentials, and the electroencephalogram are elucidated and their putative functional role as a mean .eld is discussed.
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