Download e-book for kindle: An Introduction to Neural Networks by Kevin Gurney

By Kevin Gurney

ISBN-10: 1857285034

ISBN-13: 9781857285031

ISBN-10: 1857286731

ISBN-13: 9781857286731

although mathematical rules underpin the examine of neural networks, the writer offers the basics with out the entire mathematical gear. All points of the sector are tackled, together with man made neurons as types in their actual opposite numbers; the geometry of community motion in trend area; gradient descent equipment, together with back-propagation; associative reminiscence and Hopfield nets; and self-organization and have maps. The generally tough subject of adaptive resonance conception is clarified inside of a hierarchical description of its operation. The publication additionally contains a number of real-world examples to supply a concrete concentration. this could increase its attract these enthusiastic about the layout, development and administration of networks in advertisement environments and who desire to enhance their figuring out of community simulator programs. As a entire and hugely available advent to at least one of crucial themes in cognitive and laptop technological know-how, this quantity may still curiosity quite a lot of readers, either scholars and execs, in cognitive technological know-how, psychology, desktop technological know-how and electric engineering.

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An Introduction to Neural Networks by Kevin Gurney

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