Shun-ichi Amari – författare
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11 produkter
Differential-Geometrical Methods in Statistics
Häftad, 1990
1531 kr
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From the reviews: "In this Lecture Note volume the author describes his differential-geometric approach to parametrical statistical problems summarizing the results he had published in a series of papers in the last five years. The author provides a geometric framework for a special class of test …
Dynamic Interactions in Neural Networks: Models and Data
Av Michael A. Arbib, Shun-ichi Amari
Häftad, 1988
1128 kr
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This is an exciting time. The study of neural networks is enjoying a great renaissance, both in computational neuroscience - the development of information processing models of living brains - and in neural computing - the use of neurally inspired concepts in the construction of "intelligent" …
Nonnegative Matrix and Tensor Factorizations
Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
Av Andrzej Cichocki, Rafal Zdunek m. fl.
Inbunden, 2009
1725 kr
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This book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMF’s various extensions and modifications, especially Nonnegative Tensor Factorizations (NTF) and Nonnegative Tucker Decompositions (NTD). NMF/NTF and their extensions are …
Nonnegative Matrix and Tensor Factorizations
Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
Av Shun-ichi Amari, Anh Huy Phan m. fl.
E-bok, 2009
2020 kr
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This book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMF’s various extensions and modifications, especially Nonnegative Tensor Factorizations (NTF) and Nonnegative Tucker Decompositions (NTD). NMF/NTF and their extensions are …
Adaptive Blind Signal and Image Processing
Learning Algorithms and Applications
Av Andrzej Cichocki, Shun-ichi Amari
Inbunden, 2002
2067 kr
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With solid theoretical foundations and numerous potential applications, Blind Signal Processing (BSP) is one of the hottest emerging areas in Signal Processing. This volume unifies and extends the theories of adaptive blind signal and image processing and provides practical and efficient algorithms …
Methods of Information Geometry
Av Shun-ichi Amari, Hiroshi Nagaoka
Häftad, 2007
1981 kr
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Information geometry provides the mathematical sciences with a new framework of analysis. It has emerged from the investigation of the natural differential geometric structure on manifolds of probability distributions, which consists of a Riemannian metric defined by the Fisher information and a …
Dynamic Interactions in Neural Networks: Models and Data
Av Shun-ichi Amari, Michael A. Arbib
E-bok, 2012
1470 kr
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This is an exciting time. The study of neural networks is enjoying a great renaissance, both in computational neuroscience - the development of information processing models of living brains - and in neural computing - the use of neurally inspired concepts in the construction of "intelligent" …
Differential-Geometrical Methods in Statistics
E-bok, 2012
1891 kr
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From the reviews: "In this Lecture Note volume the author describes his differential-geometric approach to parametrical statistical problems summarizing the results he had published in a series of papers in the last five years. The author provides a geometric framework for a special class of test …
Information Geometry and Its Applications
Inbunden, 2016
1534 kr
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This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, …
Information Geometry and Its Applications
E-bok, 2016
1728 kr
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This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, …
Information Geometry and Its Applications
Häftad, 2018
1425 kr
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This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geometry and proceeds to a wide range of applications, covering information science, engineering, and neuroscience. It consists of four parts, …
