Computational Methods for Deep Learning (2nd Edition) [2 ed.] 9789819948239, 9789819948222

The first edition of this textbook was published in 2021. Over the past two years, we have invested in enhancing all asp

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English Pages 467 Year 2023

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Computational Methods for Deep Learning (2nd Edition) [2 ed.]
9789819948239, 9789819948222

Author / Uploaded
Wei Qi Yan

Categories
Computers
Algorithms and Data Structures: Pattern Recognition

Table of contents :
Cover
Front Matter
1. Introduction
2. Deep Learning Platforms
3. Convolutional Neural Networks and Recurrent Neural Networks
4. Generative Adversarial Networks and Siamese Nets
5. Reinforcement Learning
6. Manifold Learning and Graph Neural Network
7. Transfer Learning and Ensemble Learning
Back Matter

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