Related Books

Geometry of Deep Learning
Language: en
Pages: 338
Authors: Jong Chul Ye
Categories: Mathematics
Type: BOOK - Published: 2022-01-05 - Publisher: Springer Nature

DOWNLOAD EBOOK

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
Geometry of Deep Learning
Language: en
Pages: 0
Authors: Jong Chul Ye
Categories:
Type: BOOK - Published: 2022 - Publisher:

DOWNLOAD EBOOK

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
The Calabi–Yau Landscape
Language: en
Pages: 214
Authors: Yang-Hui He
Categories: Mathematics
Type: BOOK - Published: 2021-07-31 - Publisher: Springer Nature

DOWNLOAD EBOOK

Can artificial intelligence learn mathematics? The question is at the heart of this original monograph bringing together theoretical physics, modern geometry, a
Information Geometry and Its Applications
Language: en
Pages: 378
Authors: Shun-ichi Amari
Categories: Mathematics
Type: BOOK - Published: 2016-02-02 - Publisher: Springer

DOWNLOAD EBOOK

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
Deep Learning Architectures
Language: en
Pages: 768
Authors: Ovidiu Calin
Categories: Mathematics
Type: BOOK - Published: 2020-02-13 - Publisher: Springer Nature

DOWNLOAD EBOOK

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