著者: Ian Goodfellow , Yoshua Bengio , Aaron Courville
出版社: The MIT Press
ISBN : 9780262035613
The text offers mathematical and conceptual background, covering relevant concepts in linear algebra, probability theory and information theory, numerical computation, and machine learning. It describes deep learning techniques used by practitioners in industry, including deep feedforward networks, regularization, optimization algorithms, convolutional networks, sequence modeling, and practical methodology; and it surveys such applications as natural language processing, speech recognition, computer vision, online recommendation systems, bioinformatics, and videogames.
Deep Learning | The MIT Press https://mitpress.mit.edu/books/deep-learnin
An introduction to a broad range of topics in deep learning, covering mathematical and conceptual background, deep learning techniques used in industry, and research perspectives.
“Written by three experts in the field, Deep Learning is the only comprehensive book on the subject.”―Elon Musk, cochair of OpenAI; cofounder and CEO of Tesla and SpaceX
Deep learning is a form of machine learning that enables computers to learn from experience and understand the world in terms of a hierarchy of concepts. Because the computer gathers knowledge from experience, there is no need for a human computer operator to formally specify all the knowledge that the computer needs. The hierarchy of concepts allows the computer to learn complicated concepts by building them out of simpler ones; a graph of these hierarchies would be many layers deep. This book introduces a broad range of topics in deep learning.
https://www.amazon.com/dp/0262035618/sasazamani-22
「テクストとは多次元の空間であって、そこではさまざまなエクリチュールが、結びつき、異議をとなえあい、そのどれもが起源となることはない。テクストとは、無数にある文化の中心からやって来た引用の織物である。」（ロラン・バルト「作者の死」『物語の構造分析』）
"The text is a multidimensional space, and there, the various Ekritule are connected and challenged, none of which originates. The text is a woven fabric of quotes that came from countless cultural centers."(Lauren Barth "Death of the Author" "Structural Analysis of the Story")
Connectionism
https://society-zero.com/icard/679605
This is an introductory article on the Chapter 3 bibliography list.
この記事は「 AI meets Philosophy:how to design the Game AI(iCardbook)」の「参考文献」リストの一つです。
「知識カード」を編成したカード型専門書、iCardbookはスマホ時代の、新しいホンの形です。
This article is one of the "References list" of "「 AI meets Philosophy:how to design the Game AI(iCardbook)」"
iCardbook, a card-type specialized book that organizes “Knowledge Cards” is a new form of book in the smartphone age.
・you can read it quickly in your pocket of time, e.g. commuting
・You can immediately understand the "drawing " in the author's head
・Amazon Prime members can read for free
Miyake Labo – ゲームAI開発者三宅陽一郎の非実在研究室 https://miyayou.com/
三宅 陽一郎 – AIandSociety Symposium http://www.aiandsociety.org/youichiromiyake-2/
［はじめに］『人工知能と人工知性』 – iCardbook｜知の旅人に https://society-zero.com/icard/3335