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- Brain and Nature-Inspired Learning, Computation and Recognition
Weitong Zhang
Brain and Nature-Inspired Learning, Computation and Recognition
Balsavo 0
ISBN: 9780128197950
Autorius : Weitong Zhang
Leidimo metai: 2020
Leidėjas: Elsevier
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9.25×7.5
Autorius : Weitong Zhang
Leidimo metai: 2020
Leidėjas: Elsevier
Leidinio kalba: Anglų
Formatas: Minkšti viršeliai
Formatas: 9.25×7.5
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Aprašymas
<p><i>Brain and Nature-Inspired Learning, Computation and Recognition</i> presents a systematic analysis of neural networks, natural computing, machine learning and compression, algorithms and applications inspired by the brain and biological mechanisms found in nature. Sections cover new developments and main applications, algorithms and simulations. Developments in brain and nature-inspired learning have promoted interest in image processing, clustering problems, change detection, control theory and other disciplines. The book discusses the main problems and applications pertaining to bio-inspired computation and recognition, introducing algorithm implementation, model simulation, and practical application of parameter setting. </p> <p>Readers will find solutions to problems in computation and recognition, particularly neural networks, natural computing, machine learning and compressed sensing. This volume offers a comprehensive and well-structured introduction to brain and nature-inspired learning, computation, and recognition.</p>
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