Geometry of Deep Learning PDF book is popular Mathematics book written by Jong Chul Ye. The book was released by Springer Nature on 2022-01-05 with total hardcover pages 338. Fast download link is given in this page, you could read Geometry of Deep Learning by Jong Chul Ye in PDF, epub and kindle directly from your devices.
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
Can artificial intelligence learn mathematics? The question is at the heart of this original monograph bringing together theoretical physics, modern geometry, a
This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geomet
The unification of symbolist and connectionist models is a major trend in AI. The key is to keep the symbolic semantics unchanged. Unfortunately, present embedd
This book describes how neural networks operate from the mathematical point of view. As a result, neural networks can be interpreted both as function universal