IEICE Trans

Keyword : information geometry

Boltzmann Machines with Identified States Masaki KOBAYASHI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2008/03/01 Vol. E91-A No. 3 ; pp. 887-890 Type of Manuscript: LETTER Category: Nonlinear Problems Keyword: boltzmann machine, neural network, boltzmann learning, information geometry, em algorithm,
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Geometric Properties of Quasi-Additive Learning Algorithms Kazushi IKEDA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2006/10/01 Vol. E89-A No. 10 ; pp. 2812-2817 Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications) Category: Control, Neural Networks and Learning Keyword: quasi-additive algorithms, perceptron, information geometry,
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Independent Component Analysis (ICA) and Method of Estimating Functions Shun-ichi AMARI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2002/03/01 Vol. E85-A No. 3 ; pp. 540-547 Type of Manuscript: INVITED PAPER (Special Section on the Trend of Digital Signal Processing and Its Future Direction) Category: Theories Keyword: independent components, information geometry, estimating functions, learning, signal processing,
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A New Relation between Information Geometry and Convex Programming--Coincidence with the Gradient Vectors for the Divergence and a Modified Barrier Function Yukio HAYASHI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2001/09/01 Vol. E84-A No. 9 ; pp. 2238-2246 Type of Manuscript: Special Section PAPER (Special Section on Nonlinear Theory and its Applications) Category: Numerical Method & Optimization Keyword: information geometry, gradient system, interior point method, self-concordant barrier function, l_p-programming,
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Differential and Algebraic Geometry of Multilayer Perceptrons Shun-ichi AMARI Tomoko OZEKI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2001/01/01 Vol. E84-A No. 1 ; pp. 31-38 Type of Manuscript: INVITED PAPER (Special Section on the 10th Anniversary of the IEICE Transactions of Fundamentals: "Last Decade and 21st Century") Category: Keyword: information geometry, multilayer perceptron, singularities, learning, natural gradient,
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Divergence-Based Geometric Clustering and Its Underlying Discrete Proximity Structures Hiroshi IMAI Mary INABA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2000/01/25 Vol. E83-D No. 1 ; pp. 27-35 Type of Manuscript: INVITED PAPER (Special Issue on Surveys on Discovery Science) Category: Keyword: unsupervised learning, geometric clustering, Voronoi diagram, computational geometry, information geometry,
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Direct Calculation Methods for Parameter Estimation in Statistical Manifolds of Finite Discrete Distributions Yukio HAYASHI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1998/07/25 Vol. E81-A No. 7 ; pp. 1486-1492 Type of Manuscript: PAPER Category: General Fundamentals and Boundaries Keyword: information geometry, parameter estimation, finite discrete distribution, exponential family, mixture family, autoparallel submanifold, gradient system,
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On the Twisted Markov Chain of Importance Sampling Simulation Kenji NAKAGAWA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1996/09/25 Vol. E79-A No. 9 ; pp. 1423-1428 Type of Manuscript: Special Section PAPER (Special Section on Information Theory and Its Applications) Category: Stochastic Process/Learning Keyword: importance sampling, Markov chain, Kullback-Leibler divergence, large deviations theory, information geometry,
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Information Geometry of Mean Field Theory Toshiyuki TANAKA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1996/05/25 Vol. E79-A No. 5 ; pp. 709-715 Type of Manuscript: PAPER Category: Neural Networks Keyword: neural networks, mean field theory, simulated annealing, information geometry, optimization problem.,
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Information Geometry of Neural Networks Shun-ichi AMARI
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 1992/05/25 Vol. E75-A No. 5 ; pp. 531-536 Type of Manuscript: INVITED PAPER (Special Section on Nonlinear Dynamics--Adaptive, Learning and Neural Systems--) Category: Keyword: neural networks, information geometry, non-linear system, probability distribution,
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