Neural networks and deep learning = ...
Aggarwal, Charu C.

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  • Neural networks and deep learning = a textbook /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Neural networks and deep learning/ by Charu C. Aggarwal.
    其他題名: a textbook /
    作者: Aggarwal, Charu C.
    出版者: Cham :Springer International Publishing : : 2023.,
    面頁冊數: xxiv, 529 p. :ill. (some col.), digital ;24 cm.
    內容註: An Introduction to Neural Networks -- The Backpropagation Algorithm -- Machine Learning with Shallow Neural Networks -- Deep Learning: Principles and Training Algorithms -- Teaching a Deep Neural Network to Generalize -- Radial Basis Function Networks -- Restricted Boltzmann Machines -- Recurrent Neural Networks -- Convolutional Neural Networks -- Graph Neural Networks -- Deep Reinforcement Learning -- Advanced Topics in Deep Learning.
    Contained By: Springer Nature eBook
    標題: Neural networks (Computer science) -
    電子資源: https://doi.org/10.1007/978-3-031-29642-0
    ISBN: 9783031296420
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