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 research of neural networks, the writer offers the basics with out the complete mathematical gear. All elements of the sector are tackled, together with man made neurons as versions in their actual opposite numbers; the geometry of community motion in development house; gradient descent tools, together with back-propagation; associative reminiscence and Hopfield nets; and self-organization and have maps. The regularly tough subject of adaptive resonance conception is clarified inside a hierarchical description of its operation. The e-book additionally contains numerous real-world examples to supply a concrete concentration. this could improve its attract these considering the layout, development and administration of networks in advertisement environments and who desire to enhance their realizing of community simulator programs. As a finished and hugely available advent to at least one of an important themes in cognitive and desktop technological know-how, this quantity should still curiosity quite a lot of readers, either scholars and pros, 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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