006.3/2
Aggarwal, Charu C.,
Neural networks and deep learning : a textbook /
Charu C. Aggarwal.
- 1 online resource (xxiii, 497 pages) : illustrations (some color). -
Academic
Includes bibliographical references and index.
1 An Introduction to Neural Networks.- 2 Machine Learning with Shallow Neural Networks.- 3 Training Deep Neural Networks.- 4 Teaching Deep Learners to Generalize.- 5 Radical Basis Function Networks.- 6 Restricted Boltzmann Machines.- 7 Recurrent Neural Networks.- 8 Convolutional Neural Networks.- 9 Deep Reinforcement Learning.- 10 Advanced Topics in Deep Learning.
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