دانلود کتاب Geometry of Deep Learning: A Signal Processing Perspective
Geometry of Deep Learning: A Signal Processing Perspective Author(s): Jong Chul Ye Series: Mathematics in Industry, 37 Publisher: Springer, Year: 2022 ISBN: 981166045X,9789811660450 Search in WorldCat | Search in Goodreads | Search in AbeBooks | Search in Amazon.com Description: The focus of this book is on providing students with insights into geometry that can help them understand deep learning from a unified perspective. Rather than describing deep learning as an implementation technique, as is usually the case in many existing deep learning books, here, deep learning is explained as an ultimate form of signal processing techniques that can be imagined. To support this claim, an overview of classical kernel machine learning approaches is presented, and their advantages and...
