An Introduction to Natural Computation (Complex Adaptive Systems) 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Dana H. Ballard 作者

The MIT Press

译者

1999-01-30 出版日期

336 页数

USD 40.00 价格

Paperback

丛书系列

9780262522588 图书编码

An Introduction to Natural Computation (Complex Adaptive Systems) 在线电子书图书标签: neuroscience 英文原版神经科学

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An Introduction to Natural Computation (Complex Adaptive Systems) 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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It is now clear that the brain is unlikely to be understood without recourse to computational theories. The theme of An Introduction to Natural Computation is that ideas from diverse areas such as neuroscience, information theory, and optimization theory have recently been extended in ways that make them useful for describing the brains programs. This book provides a comprehensive introduction to the computational material that forms the underpinnings of the currently evolving set of brain models. It stresses the broad spectrum of learning models--ranging from neural network learning through reinforcement learning to genetic learning--and situates the various models in their appropriate neural context.To write about models of the brain before the brain is fully understood is a delicate matter. Very detailed models of the neural circuitry risk losing track of the task the brain is trying to solve. At the other extreme, models that represent cognitive constructs can be so abstract that they lose all relationship to neurobiology. An Introduction to Natural Computation takes the middle ground and stresses the computational task while staying near the neurobiology.

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