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    3. Deep Neural Evolution: Deep Learning with Evolutionary Computation

    Deep Neural Evolution: Deep Learning with Evolutionary Computation

    Posted By: hill0
    Date: 21 May 2020 09:30:19
    Deep Neural Evolution: Deep Learning with Evolutionary Computation

    Deep Neural Evolution: Deep Learning with Evolutionary Computation (Natural Computing Series)
    by Hitoshi Iba
    English | 2020 | ISBN: 9811536848 | 438 Pages | PDF EPUB | 63 MB

    This book delivers the state of the art in deep learning (DL) methods hybridized with evolutionary computation (EC). Over the last decade, DL has dramatically reformed many domains: computer vision, speech recognition, healthcare, and automatic game playing, to mention only a few. All DL models, using different architectures and algorithms, utilize multiple processing layers for extracting a hierarchy of abstractions of data. Their remarkable successes notwithstanding, these powerful models are facing many challenges, and this book presents the collaborative efforts by researchers in EC to solve some of the problems in DL.

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