文件名称：Lie Group Machine Learning
文件大小：8.56MB
文件格式：PDF
更新时间：2022-03-01 07:13:20
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Lie Group Machine Learning By 作者: Fanzhang Li ISBN-10 书号: 311050068X ISBN-13 书号: 9783110500684 Release Finelybook 出版日期: 2018-11-07 pages 页数: (533 ) $137.99 This book explains deep learning concepts and derives semi-supervised learning and nuclear learning frameworks based on cognition mechanism and Lie group theory. Lie group machine learning is a theoretical basis for brain intelligence, Neuromorphic learning (NL), advanced machine learning, and advanced artifi cial intelligence. The book further discusses algorithms and applications in tensor learning, spectrum estimation learning, Finsler geometry learning, Homology boundary learning, and prototype theory. With abundant case studies, this book can be used as a reference book for senior college students and graduate students as well as college teachers and scientific and technical personnel involved in computer science, artifi cial intelligence, machine learning, automation, mathematics, management science, cognitive science, financial management, and data analysis. In addition, this text can be used as the basis for teaching the principles of machine learning.