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Artificial Intelligence (R0) eBook Series

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  • Topological Data Analysis for Neural Networks

    by Rubén Ballester, Carles Casacuberta, Sergio Escalera ...
    Series series Artificial Intelligence (R0)
    This book offers a comprehensive presentation of methods from topological data analysis applied to the study of neural network structure and dynamics. Using topology-based tools such as persistent homology and the Mapper algorithm, the authors explore the intricate structures and behaviors of fully connected feedforward and convolutional neural networks.The authors discuss various strategies for ... Read more

    $64.99 CAD