株式会社極東書店トップ商品一覧Shallow and Deep Learning Principles: Scientific, Philosophical, and Logical Perspectives. 2023 ed.

商品詳細

Shallow and Deep Learning Principles: Scientific, Philosophical, and Logical Perspectives. 2023 ed.

Shallow and Deep Learning Principles: Scientific, Philosophical, and Logical Perspectives. 2023 ed.

・ISBN 978-3-031-29557-7 paper EUR 169.99

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お気に入り
著者・編者Sen, Zekai,
出版社 (Springer International Publishing AG, SZ)
出版年月2024
ページ数661 pp.
言語ENG
ニュース番号<A03-54401>

解説

This book discusses Artificial Neural Networks (ANN) and their ability to predict outcomes using deep and shallow learning principles. The author first describes ANN implementation, consisting of at least three layers that must be established together with cells, one of which is input, the other is output, and the third is a hidden (intermediate) layer. For this, the author states, it is necessary to develop an architecture that will not model mathematical rules but only the action and response variables that control the event and the reactions that may occur within it. The book explains the reasons and necessity of each ANN model, considering the similarity to the previous methods and the philosophical - logical rules.