عنوان

Lie group machine learning /

شابک

3110498073

شابک

3110499509

شابک

9783110498073

شابک

9783110499506

شابک اشتباه

311050068X

شابک اشتباه

9783110500684

عنوان اصلي

Lie group machine learning /

نام عام مواد

[Book]

نام نخستين پديدآور

Li Fanzhang, Zhang Li, Zhang Zhao.

محل نشرو پخش و غیره

Boston :

نام ناشر، پخش کننده و غيره

Walter de Gruyter, GmbH,

تاریخ نشرو بخش و غیره

2018.

تاریخ نشرو بخش و غیره

©2019

نام خاص و کميت اثر

1 online resource (xvi, 517 pages) :

ساير جزييات

illustrations

متن يادداشت

Includes bibliographical references and index.

متن يادداشت

Lie group machine learning model -- Lie group subspace orbit generation learning -- Symplectic group learning -- Quantum group learning -- Lie group fibre bundle learning -- Lie group covering learning -- Lie group deep structure learning -- Lie group semi-supervised learning -- Lie group kernel learning -- Tensor learning -- Frame bundle connection learning -- Spectral estimation learning -- Finsler geometric learning -- Homology boundary learning -- Category representation learning -- Neuromorphic synergy learning.

بدون عنوان

0

متن يادداشت

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 artificial 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, artificial 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.

عنوان

Lie group machine learning.

شماره استاندارد بين المللي کتاب و موسيقي

9783110500684

موضوع مستند نشده

Lie groups.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

COMPUTERS-- General.

موضوع مستند نشده

Lie groups.

موضوع مستند نشده

Machine learning.

موضوع مستند نشده

COM-- 000000

شماره

ويراست

شماره رده

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Li, Fanzhang

مستند نام اشخاص تاييد نشده

Zhang, Li,School of Computer Science and Technology, Soochow University, China

مستند نام اشخاص تاييد نشده

Zhang, Zhao, (Computer scientist)

تاريخ عمليات

20200823095659.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y