The Computing Dendrite: From Structure to Function: 11 - download pdf or read online

By Hermann Cuntz,Michiel W.H. Remme,Benjamin Torben-Nielsen

Neuronal dendritic timber are advanced constructions that endow the cellphone with robust computing features and make allowance for top neural interconnectivity. learning the functionality of dendritic constructions has an extended culture in theoretical neuroscience, beginning with the pioneering paintings through Wilfrid Rall within the Fifties. contemporary advances in experimental recommendations let us learn dendrites with a brand new standpoint and in better aspect. The aim of this quantity is to supply a résumé of the state of the art in experimental, computational, and mathematical investigations into the capabilities of dendrites in quite a few neural systems.

The book first looks at morphological houses of dendrites and summarizes the ways to degree dendrite morphology quantitatively and to truly generate man made dendrite morphologies in machine types. This morphological characterization levels from the learn of fractal rules to explain dendrite topologies, to the results of optimization rules for dendrite form. person techniques are accrued to review the points of dendrite form that relate on to underlying circuit constraints and computation.

The moment major topic specializes in how dendrites give a contribution to the computations that neurons practice. What position do dendritic morphology and the distributions of synapses and membrane homes over the dendritic tree have in deciding on the output of a neuron in accordance with its input? A wide variety of reviews is introduced jointly, with issues starting from normal to system-specific phenomena—some having a robust experimental part, and others being totally theoretical. The experiences come from many various neural platforms and animal species starting from invertebrates to mammals. With this large concentration, an summary is given of the range of mechanisms that dendrites can hire to form neural computations.

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The Computing Dendrite: From Structure to Function: 11 (Springer Series in Computational Neuroscience) by Hermann Cuntz,Michiel W.H. Remme,Benjamin Torben-Nielsen

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