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Neural Networks and Deep Learning
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Abstract
Individual chapters are listed in the "Chapters" tab
Suggested Citation
DOI: 10.1007/978-3-031-29642-0
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Book Chapters
The following chapters of this book are listed in IDEAS- Charu Aggarwal, 2023. "An Introduction to Neural Networks," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 1-27, Springer.
- Charu Aggarwal, 2023. "The Backpropagation Algorithm," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 29-71, Springer.
- Charu Aggarwal, 2023. "Machine Learning with Shallow Neural Networks," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 73-117, Springer.
- Charu Aggarwal, 2023. "Deep Learning: Principles and Training Algorithms," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 119-163, Springer.
- Charu Aggarwal, 2023. "Teaching Deep Learners to Generalize," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 165-213, Springer.
- Charu Aggarwal, 2023. "Radial Basis Function Networks," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 215-230, Springer.
- Charu Aggarwal, 2023. "Restricted Boltzmann Machines," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 231-264, Springer.
- Charu Aggarwal, 2023. "Recurrent Neural Networks," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 265-304, Springer.
- Charu Aggarwal, 2023. "Convolutional Neural Networks," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 305-360, Springer.
- Charu Aggarwal, 2023. "Graph Neural Networks," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 361-387, Springer.
- Charu Aggarwal, 2023. "Deep Reinforcement Learning," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 389-433, Springer.
- Charu Aggarwal, 2023. "Advanced Topics in Deep Learning," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 0, pages 435-485, Springer.
- Charu Aggarwal, 2023. "Correction to: Neural Networks and Deep Learning," Springer Books, in: Neural Networks and Deep Learning, edition 2, chapter 13, pages C1-C1, Springer.
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