Шун-ичи Амари - Publications, H-index & Citations

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Шун-ичи Амари

riken

88H-index

529Paper Count

4.2WCitation Count

Published Papers 32

Publication Date

Deep learning in random neural fields: Numerical experiments via neural tangent kernel

NEURAL NETWORKS

IF6.3

2023-03-01

OAAI

Watanabe, Kaito; Sakamoto, Kotaro; Karakida, Ryo; Sonoda, Sho; Amari, Shun-ichi

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Theoretical Study of Oscillator Neurons in Recurrent Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-11-01

PREAI

Zhang, Lei; Yi, Zhang; Amari, Shun-ichi

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Dynamical analysis of contrastive divergence learning: Restricted Boltzmann machines with Gaussian visible units

NEURAL NETWORKS

IF6.3

2016-07-01

PREAI

Karakida, Ryo; Okada, Masato; Amari, Shun-ichi

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Bayesian Robust Tensor Factorization for Incomplete Multiway Data

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-04-01

120

OAAI

Zhao, Qibin; Zhou, Guoxu; Zhang, Liqing; Cichocki, Andrzej; Amari, Shun-Ichi

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Sparse Representation for Brain Signal Processing [A tutorial on methods and applications]

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2014-05-01

PREAI

Li, Yuanqing; Yu, Zhu Liang; Bi, Ning; Xu, Yong; Gu, Zhenghui; Amari, Shun-ichi

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Minkovskian Gradient for Sparse Optimization

IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING

IF13.7

2013-08-01

PREAI

Amari, Shun-ichi; Yukawa, Masahiro

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Dreaming of mathematical neuroscience for half a century

NEURAL NETWORKS

IF6.3

2013-01-01

PREAI

Amari, Shun-ichi

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A new discriminant NMF algorithm and its application to the extraction of subtle emotional differences in speech

COGNITIVE NEURODYNAMICS

IF3.9

2012-07-21

OAAI

Lee, Soo-Young; Song, Hyun-Ah; Amari, Shun-ichi

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Neural population representation hypothesis of visual flow and its illusory after effect in the brain: psychophysics, neurophysiology and computational approaches

COGNITIVE NEURODYNAMICS

IF3.9

2012-01-13

OAAI

Saito, Hide-aki; Hida, Eiki; Amari, Shun-ichi; Ohno, Hiroshi; Hashimoto, Naoki

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Total Bregman Divergence and Its Applications to DTI Analysis

IEEE TRANSACTIONS ON MEDICAL IMAGING

IF9.8

2011-02-01

OAAI

Vemuri, Baba C.; Liu, Meizhu; Amari, Shun-Ichi; Nielsen, Frank

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Dynamics of learning near singularities in radial basis function networks

NEURAL NETWORKS

IF6.3

2008-09-01

PREAI

Wei, Haikun; Amaria, Shun-ichi

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Nonnegative matrix and tensor factorization

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2008-01-01

440

PREAI

Cichocki, Andrzej; Zdunek, Rafal; Amari, Shun-Ichi

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Geometrical methods in neural networks and learning

NEUROCOMPUTING

IF6.5

2005-08-01

PREAI

Fiori, S; Amari, S

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Information processing in a neuron ensemble with the multiplicative correlation structure

NEURAL NETWORKS

IF6.3

2004-03-01

PREAI

Wu, S; Amari, S; Nakahara, H

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On a new blind signal extraction algorithm: Different criteria and stability analysis

ieee signal processing magazine

IF3.9

2002-08-01

PREAI

Cruces-alvarez, SA; Cichocki, A; Amari, SI

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On-line learning in changing environments with applications in supervised and unsupervised learning

NEURAL NETWORKS

IF6.3

2002-06-01

PREAI

Murata, N; Kawanabe, M; Ziehe, A; Müller, KR; Amari, S

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Asymptotic behaviors of population codes

NEUROCOMPUTING

IF6.5

2002-06-01

PREAI

Wu, S; Amari, S; Nakahara, H

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Attention modulation of neural tuning through peak and base rate in correlated firing

NEURAL NETWORKS

IF6.3

2002-01-01

PREAI

Nakahara, H; Amari, SI

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Equivariant nonstationary source separation

NEURAL NETWORKS

IF6.3

2002-01-01

PREAI

Choi, S; Cichocki, A; Amari, S

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Unified stabilization approach to principal and minor components extraction algorithms

NEURAL NETWORKS

IF6.3

2001-12-01

PREAI

Chen, TP; Amari, S

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Research Directions