Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- 1 Introduction
- Part I The Essentials of Compressive Imaging
- Part II Compressed Sensing, Optimization and Wavelets
- PART III Compressed Sensing with Local Structure
- Part IV Compressed Sensing for Imaging
- Part V From Compressed Sensing to Deep Learning
- 18 Neural Networks and Deep Learning
- 19 Deep Learning for Compressive Imaging
- 20 Accuracy and Stability of Deep Learning for Compressive Imaging
- 21 Stable and Accurate Neural Networks for Compressive Imaging
- Epilogue
- Appendices
- Notation
- Abbreviations
- References
- Index
18 - Neural Networks and Deep Learning
from Part V - From Compressed Sensing to Deep Learning
Published online by Cambridge University Press: 16 July 2021
Book contents
- Frontmatter
- Dedication
- Contents
- Preface
- 1 Introduction
- Part I The Essentials of Compressive Imaging
- Part II Compressed Sensing, Optimization and Wavelets
- PART III Compressed Sensing with Local Structure
- Part IV Compressed Sensing for Imaging
- Part V From Compressed Sensing to Deep Learning
- 18 Neural Networks and Deep Learning
- 19 Deep Learning for Compressive Imaging
- 20 Accuracy and Stability of Deep Learning for Compressive Imaging
- 21 Stable and Accurate Neural Networks for Compressive Imaging
- Epilogue
- Appendices
- Notation
- Abbreviations
- References
- Index
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- Compressive Imaging: Structure, Sampling, Learning , pp. 431 - 457Publisher: Cambridge University PressPrint publication year: 2021
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