Shun-ichi Amari

	2012
177		Hideaki Shimazaki, Shun-ichi Amari, Emery N. Brown, Sonja Grün: State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data. PLoS Computational Biology 8(3): (2012)
	2011
176		Shun-ichi Amari: Data compression in multiterminal statistical inference - linear-threshold encoding. ISIT 2011: 1126-1130
175		Baba C. Vemuri, Meizhu Liu, Shun-ichi Amari, Frank Nielsen: Total Bregman Divergence and Its Applications to DTI Analysis. IEEE Trans. Med. Imaging 30(2): 475-483 (2011)
174		Shun-ichi Amari: On Optimal Data Compression in Multiterminal Statistical Inference. IEEE Transactions on Information Theory 57(9): 5577-5587 (2011)
173		K. N. Magdoom, Deepak Subramanian, V. Srinivasa Chakravarthy, B. Ravindran, Shun-ichi Amari, N. Meenakshisundaram: Modeling Basal Ganglia for Understanding Parkinsonian Reaching Movements. Neural Computation 23(2): 477-516 (2011)
172		Yao Lu, Yuzuru Sato, Shun-ichi Amari: Traveling Bumps and Their Collisions in a Two-Dimensional Neural Field. Neural Computation 23(5): 1248-1260 (2011)
	2010
171		Meizhu Liu, Baba C. Vemuri, Shun-ichi Amari, Frank Nielsen: Total Bregman divergence and its applications to shape retrieval. CVPR 2010: 3463-3468
170		Shun-ichi Amari: Computations Inspired from the Brain. UC 2010: 1
169		Atsumi Ohara, Hiroshi Matsuzoe, Shun-ichi Amari: Dually flat structure with escort probability and its application to alpha-Voronoi diagrams CoRR abs/1010.4965: (2010)
168		Yuanqing Li, Shun-ichi Amari: Two conditions for equivalence of 0-norm solution and 1-norm solution in sparse representation. IEEE Transactions on Neural Networks 21(7): 1189-1196 (2010)
167		Shun-ichi Amari: Conditional Mixture Model for Correlated Neuronal Spikes. Neural Computation 22(7): 1718-1736 (2010)
	2009
166		Andrzej Cichocki, Rafal Zdunek, Anh Huy Phan, Shun-ichi Amari: Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. Wiley 2009
165		Si Wu, Shun-ichi Amari: On the condition for fast neural computation. CDC 2009: 4487-4492
164		Hideaki Shimazaki, Shun-ichi Amari, Emery N. Brown, Sonja Grün: State-space analysis on time-varying correlations in parallel spike sequences. ICASSP 2009: 3501-3504
163		Shun-ichi Amari: Divergence, Optimization and Geometry. ICONIP (1) 2009: 185-193
162		Dami Kim, Soo-Young Lee, Shun-ichi Amari: Representative and Discriminant Feature Extraction Based on NMF for Emotion Recognition in Speech. ICONIP (1) 2009: 649-656
161		Lei Xu, Shun-ichi Amari: Combining Classifiers and Learning Mixture-of-Experts. Encyclopedia of Artificial Intelligence 2009: 318-326
160		Shun-ichi Amari: alpha-divergence is unique, belonging to both f-divergence and Bregman divergence classes. IEEE Transactions on Information Theory 55(11): 4925-4931 (2009)
159		Shun-ichi Amari: Measure of Correlation Orthogonal to Change in Firing Rate. Neural Computation 21(4): 960-972 (2009)
158		Masami Tatsuno, Jean-Marc Fellous, Shun-ichi Amari: Information-Geometric Measures as Robust Estimators of Connection Strengths and External Inputs. Neural Computation 21(8): 2309-2335 (2009)
	2008
157		Shun-ichi Amari: Information Geometry and Its Applications: Convex Function and Dually Flat Manifold. ETVC 2008: 75-102
156		Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shengli Xie, Cuntai Guan: Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation. IEEE Transactions on Neural Networks 19(12): 2009-2021 (2008)
155		Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari: Dynamics of Learning in Multilayer Perceptrons Near Singularities. IEEE Transactions on Neural Networks 19(8): 1313-1328 (2008)
154		Naoki Masuda, Shun-ichi Amari: A computational study of synaptic mechanisms of partial memory transfer in cerebellar vestibulo-ocular-reflex learning. Journal of Computational Neuroscience 24(2): 137-156 (2008)
153		Haikun Wei, Jun Zhang, Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari: Dynamics of Learning Near Singularities in Layered Networks. Neural Computation 20(3): 813-843 (2008)
152		Si Wu, Kosuke Hamaguchi, Shun-ichi Amari: Dynamics and Computation of Continuous Attractors. Neural Computation 20(4): 994-1025 (2008)
151		Kukjin Kang, Shun-ichi Amari: Discrimination with Spike Times and ISI Distributions. Neural Computation 20(6): 1411-1426 (2008)
150		Haikun Wei, Shun-ichi Amari: Dynamics of learning near singularities in radial basis function networks. Neural Networks 21(7): 989-1005 (2008)
	2007
149		Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. ICA 2007: 169-176
148		Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari: Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. ICANNGA (2) 2007: 271-280
147		Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari: Sparse Super Symmetric Tensor Factorization. ICONIP (1) 2007: 781-790
146		Haikun Wei, Shun-ichi Amari: Eigenvalue Analysis on Singularity in RBF networks. IJCNN 2007: 690-695
145		Si Wu, Kosuke Hamaguchi, Shun-ichi Amari: The Tracking Speed of Continuous Attractors. ISNN (1) 2007: 926-934
144		Nikhil R. Pal, Kripamoy Aguan, Animesh Sharma, Shun-ichi Amari: Discovering biomarkers from gene expression data for predicting cancer subgroups using neural networks and relational fuzzy clustering. BMC Bioinformatics 8: (2007)
143		Abd-Krim Seghouane, Shun-ichi Amari: The AIC Criterion and Symmetrizing the Kullback-Leibler Divergence. IEEE Transactions on Neural Networks 18(1): 97-106 (2007)
142		Shun-ichi Amari: Integration of Stochastic Models by Minimizing alpha-Divergence. Neural Computation 19(10): 2780-2796 (2007)
	2006
141		Jinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari: A One-Bit-Matching Learning Algorithm for Independent Component Analysis. ICA 2006: 173-180
140		Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. ICA 2006: 32-39
139		Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan: Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. ICA 2006: 831-837
138		Jinwen Ma, Zhe Chen, Shun-ichi Amari: Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. ICA 2006: 838-845
137		Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He: Extended SMART Algorithms for Non-negative Matrix Factorization . ICAISC 2006: 548-562
136		Haikun Wei, Shun-ichi Amari: Online Learning Dynamics of Radial Basis Function Neural Networks near the Singularity. IJCNN 2006: 4770-4776
135		Si Wu, Jianfeng Feng, Shun-ichi Amari: The Ideal Noisy Environment for Fast Neural Computation. ISNN (1) 2006: 1-6
134		Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan: Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation. IEEE Transactions on Information Theory 52(7): 3139-3152 (2006)
133		Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari: Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach. IEEE Transactions on Neural Networks 17(2): 419-431 (2006)
132		Hongtao Lu, Shun-ichi Amari: Global Exponential Stability of Multitime Scale Competitive Neural Networks With Nonsmooth Functions. IEEE Transactions on Neural Networks 17(5): 1152-1164 (2006)
131		Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Daniel W. C. Ho, Shengli Xie: Underdetermined blind source separation based on sparse representation. IEEE Transactions on Signal Processing 54(2): 423-437 (2006)
130		Keiji Miura, Masato Okada, Shun-ichi Amari: Estimating Spiking Irregularities Under Changing Environments. Neural Computation 18(10): 2359-2386 (2006)
129		Hiroyuki Nakahara, Shun-ichi Amari, Barry J. Richmond: A Comparison of Descriptive Models of a Single Spike Train by Information-Geometric Measure. Neural Computation 18(3): 545-568 (2006)
128		Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki: Singularities Affect Dynamics of Learning in Neuromanifolds. Neural Computation 18(5): 1007-1065 (2006)
127		Shun-ichi Amari, Hiroyuki Nakahara: Correlation and Independence in the Neural Code. Neural Computation 18(6): 1259-1267 (2006)
	2005
126		Shun-ichi Amari: Population Coding, Bayesian Inference and Information Geometry. ISNN (1) 2005: 1-4
125		Naoki Masuda, Shun-ichi Amari: Modeling Memory Transfer and Saving in Cerebellar Motor Learning. NIPS 2005
124		Keiji Miura, Masato Okada, Shun-ichi Amari: Unbiased Estimator of Shape Parameter for Spiking Irregularities under Changing Environments. NIPS 2005
123		Jun-ichi Takeuchi, Shun-ichi Amari: /spl alpha/-parallel prior and its properties. IEEE Transactions on Information Theory 51(3): 1011-1023 (2005)
122		Si Wu, Shun-ichi Amari: Computing with Continuous Attractors: Stability and Online Aspects. Neural Computation 17(10): 2215-2239 (2005)
121		Shun-ichi Amari, Hiroyuki Nakahara: Difficulty of Singularity in Population Coding. Neural Computation 17(4): 839-858 (2005)
120		Simone Fiori, Shun-ichi Amari: Geometrical methods in neural networks and learning. Neurocomputing 67: 1-7 (2005)
119		Shiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari: Information geometry for turbo decoding. Systems and Computers in Japan 36(1): 79-87 (2005)
	2004
118		Fabian J. Theis, Shun-ichi Amari: Postnonlinear Overcomplete Blind Source Separation Using Sparse Sources. ICA 2004: 718-725
117		Andrzej Cichocki, Yuanqing Li, Pando G. Georgiev, Shun-ichi Amari: Beyond ICA: robust sparse signal representations. ISCAS (5) 2004: 684-687
116		Shiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari: Information Geometry of Turbo and Low-Density Parity-Check Codes. IEEE Transactions on Information Theory 50(6): 1097-1114 (2004)
115		Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari: Self-adaptive blind source separation based on activation functions adaptation. IEEE Transactions on Neural Networks 15(2): 233-244 (2004)
114		Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Shun-ichi Amari: From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. IEEE Transactions on Neural Networks 15(4): 859-873 (2004)
113		Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari: Multichannel blind deconvolution of nonminimum-phase systems using filter decomposition. IEEE Transactions on Signal Processing 52(5): 1430-1442 (2004)
112		Masato Inoue, Shin-ichi Nishimura, Gen Hori, Hiroyuki Nakahara, Michiko Saito, Yoshihiro Yoshihara, Shun-ichi Amari: Improved Parameter Estimation for Variance-stabilizing Transformation of Gene-expression Microarray Data. J. Bioinformatics and Computational Biology 2(4): 669-680 (2004)
111		Hyeyoung Park, Noboru Murata, Shun-ichi Amari: Improving Generalization Performance of Natural Gradient Learning Using Optimized Regularization by NIC. Neural Computation 16(2): 355-382 (2004)
110		Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari: Analysis of Sparse Representation and Blind Source Separation. Neural Computation 16(6): 1193-1234 (2004)
109		Shiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari: Stochastic Reasoning, Free Energy, and Information Geometry. Neural Computation 16(9): 1779-1810 (2004)
108		Si Wu, Shun-ichi Amari, Hiroyuki Nakahara: Information processing in a neuron ensemble with the multiplicative correlation structure. Neural Networks 17(2): 205-214 (2004)
107		Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung: Gradient Adaptive Paraunitary Filter Banks for Spatio-Temporal Subspace Analysis and Multichannel Blind Deconvolution. VLSI Signal Processing 37(2-3): 247-261 (2004)
	2003
106		Michiko Yamana, Hiroyuki Nakahara, Massimiliano Pontil, Shun-ichi Amari: On different ensembles of kernel machines. ESANN 2003: 197-201
105		Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei L. Shishkin, Jianting Cao, Fanji Gu: Sparse Representation and Its Applications in Blind Source Separation. NIPS 2003
104		Hiroyuki Nakahara, Shin-ichi Nishimura, Masato Inoue, Gen Hori, Shun-ichi Amari: Gene Interaction in DNA Microarray Data Is Decomposed by Information Geometric Measure. Bioinformatics 19(9): 1124-113 (2003)
103		Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda: A robust approach to independent component analysis of signals with high-level noise measurements. IEEE Transactions on Neural Networks 14(3): 631-645 (2003)
102		Te-Won Lee, Jean-François Cardoso, Erkki Oja, Shun-ichi Amari: Introduction to Special Issue on Independent Components Analysis. Journal of Machine Learning Research 4: 1175-1176 (2003)
101		Shun-ichi Amari, Hiroyuki Nakahara, Si Wu, Yutaka Sakai: Synchronous Firing and Higher-Order Interactions in Neuron Pool. Neural Computation 15(1): 127-142 (2003)
100		Sumio Watanabe, Shun-ichi Amari: Learning Coefficients of Layered Models When the True Distribution Mismatches the Singularities. Neural Computation 15(5): 1013-1033 (2003)
99		Si Wu, Danmei Chen, Mahesan Niranjan, Shun-ichi Amari: Sequential Bayesian Decoding with a Population of Neurons. Neural Computation 15(5): 993-1012 (2003)
98		Shun-ichi Amari, Michael A. Arbib, Rolf Kötter: Neuroinformatics - Introduction. Neural Networks 16(9): 1235-1236 (2003)
97		Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park: Learning and inference in hierarchical models with singularities. Systems and Computers in Japan 34(7): 34-42 (2003)
	2002
96		Andrzej Cichocki, Shun-ichi Amari: Adaptive Blind Signal and Image Processing - Learning Algorithms and Applications. Wiley 2002: I-XXXI, 1-554
95		Shun-ichi Amari: Information Geometry of Neural Learning and Belief Propagation. FSKD 2002: 4
94		Sumio Watanabe, Shun-ichi Amari: The Effect of Singularities in a Learning Machine when the True Parameters Do Not Lie on such Singularities. NIPS 2002: 391-398
93		Kenji Fukumizu, Shotaro Akaho, Shun-ichi Amari: Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting. NIPS 2002: 865-872
92		Hiroyuki Nakahara, Shun-ichi Amari: Information-Geometric Measure for Neural Spikes. Neural Computation 14(10): 2269-2316 (2002)
91		Tianping Chen, Wenlian Lu, Shun-ichi Amari: Global Convergence Rate of Recurrently Connected Neural Networks. Neural Computation 14(12): 2947-2957 (2002)
90		Hiroyuki Nakahara, Shun-ichi Amari, Okihide Hikosaka: Self-Organization in the Basal Ganglia with Modulation of Reinforcement Signals. Neural Computation 14(4): 819-844 (2002)
89		Si Wu, Shun-ichi Amari, Hiroyuki Nakahara: Population Coding and Decoding in a Neural Field: A Computational Study. Neural Computation 14(5): 999-1026 (2002)
88		Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Equivariant nonstationary source separation. Neural Networks 15(1): 121-130 (2002)
87		Hiroyuki Nakahara, Shun-ichi Amari: Attention modulation of neural tuning through peak and base rate in correlated firing. Neural Networks 15(1): 41-55 (2002)
86		Noboru Murata, Motoaki Kawanabe, Andreas Ziehe, Klaus-Robert Müller, Shun-ichi Amari: On-line learning in changing environments with applications in supervised and unsupervised learning. Neural Networks 15(4-6): 743-760 (2002)
85		Si Wu, Shun-ichi Amari: Conformal Transformation of Kernel Functions A Data Dependent Way to Improve Support Vector Machine Classifiers. Neural Processing Letters 15(1): 59-67 (2002)
84		Si Wu, Shun-ichi Amari, Hiroyuki Nakahara: Asymptotic behaviors of population codes. Neurocomputing 44-46: 697-702 (2002)
83		Shun-ichi Amari, Aapo Hyvärinen, Soo-Young Lee, Te-Won Lee, V. David Sánchez A.: Blind signal separation and independent component analysis. Neurocomputing 49(1-4): 1-5 (2002)
82		Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda: Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization. Neurocomputing 49(1-4): 255-277 (2002)
	2001
81		Shun-ichi Amari, Tomoko Ozeki, Hyeyoung Park: Generalization Error and Training Error at Singularities of Multilayer Perceptrons. IWANN (1) 2001: 325-332
80		Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari: The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. IWANN (2) 2001: 786-793
79		Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. IWANN (2) 2001: 826-833
78		Hiroyuki Nakahara, Shun-ichi Amari: Information-Geometric Decomposition in Spike Analysis. NIPS 2001: 253-260
77		Si Wu, Shun-ichi Amari: Neural Implementation of Bayesian Inference in Population Codes. NIPS 2001: 317-323
76		Shun-ichi Amari, Hyeyoung Park, Tomoko Ozeki: Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons. NIPS 2001: 343-350
75		Shiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari: Information Geometrical Framework for Analyzing Belief Propagation Decoder. NIPS 2001: 407-414
74		Toshiyuki Tanaka, Shiro Ikeda, Shun-ichi Amari: Information-Geometrical Significance of Sparsity in Gallager Codes. NIPS 2001: 527-534
73		Shun-ichi Amari: Information geometry on hierarchy of probability distributions. IEEE Transactions on Information Theory 47(5): 1701-1711 (2001)
72		Tianping Chen, Shun-ichi Amari: Stability of asymmetric Hopfield networks. IEEE Transactions on Neural Networks 12(1): 159-163 (2001)
71		Tianping Chen, Shun-ichi Amari: Exponential Convergence of Delayed Dynamical Systems. Neural Computation 13(3): 621-635 (2001)
70		Si Wu, Hiroyuki Nakahara, Shun-ichi Amari: Population Coding with Correlation and an Unfaithful Model. Neural Computation 13(4): 775-797 (2001)
69		Hiroyuki Nakahara, Si Wu, Shun-ichi Amari: Attention Modulation of Neural Tuning Through Peak and Base Rate. Neural Computation 13(9): 2031-2047 (2001)
68		Tianping Chen, Shun-ichi Amari: Unified stabilization approach to principal and minor components extraction algorithms. Neural Networks 14(10): 1377-1387 (2001)
67		Tianping Chen, Shun-ichi Amari: New theorems on global convergence of some dynamical systems. Neural Networks 14(3): 251-255 (2001)
66		Tianping Chen, Shun-ichi Amari, Noboru Murata: Sequential Extraction of Minor Components. Neural Processing Letters 13(3): 195-201 (2001)
65		Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Semiparametric model and superefficiency in blind deconvolution. Signal Processing 81(12): 2535-2553 (2001)
	2000
64		Masumi Ishikawa, Hirohito Shimada, Shun-ichi Amari: Iterative Design of Regularizers Based on Data by Minimizing Generalization Errors. IJCNN (1) 2000: 3-8
63		Si Wu, Danmei Chen, Shun-ichi Amari: Unfaithful Population Decoding. IJCNN (2) 2000: 199-204
62		Hyeyoung Park, Kenji Fukumizu, Shun-ichi Amari, Yillbyung Lee: An Efficient Learning Algorithm Using Naturla Gradient and Second Order Information of Error Surface. PRICAI 2000: 199-207
61		Shun-ichi Amari: Information Geometry of Neural Networks. PRICAI 2000: 2
60		Scott C. Douglas, Shun-ichi Amari, Sun-Yuan Kung: On gradient adaptation with unit-norm constraints. IEEE Transactions on Signal Processing 48(6): 1843-1847 (2000)
59		Jun-ichi Takeuchi, Naoki Abe, Shun-ichi Amari: The Lob-Pass Problem. J. Comput. Syst. Sci. 61(3): 523-557 (2000)
58		Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu: Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. Neural Computation 12(6): 1399-1409 (2000)
57		Shun-ichi Amari, Tianping Chen, Andrzej Cichocki: Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation. Neural Computation 12(6): 1463-1484 (2000)
56		Shun-ichi Amari: Estimating Functions of Independent Component Analysis for Temporally Correlated Signals. Neural Computation 12(9): 2083-2107 (2000)
55		Kenji Fukumizu, Shun-ichi Amari: Local minima and plateaus in hierarchical structures of multilayer perceptrons. Neural Networks 13(3): 317-327 (2000)
54		Désiré Bollé, David Renato C. Dominguez-Carreta, Shun-ichi Amari: Mutual information of sparsely coded associative memory with self-control and ternary neurons. Neural Networks 13(4-5): 455-462 (2000)
53		Hyeyoung Park, Shun-ichi Amari, Kenji Fukumizu: Adaptive natural gradient learning algorithms for various stochastic models. Neural Networks 13(7): 755-764 (2000)
52		Tianping Chen, Shun-ichi Amari: Dynamic behavior of the robust decorrelation process. Neurocomputing 30(1-4): 143-151 (2000)
51		Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Flexible Independent Component Analysis. VLSI Signal Processing 26(1-2): 25-38 (2000)
	1999
50		Si Wu, Hiroyuki Nakahara, Noboru Murata, Shun-ichi Amari: Population Decoding Based on an Unfaithful Model. NIPS 1999: 192-198
49		Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems NIPS 1999: 363-369
48		Jayanta Basak, Shun-ichi Amari: Blind Separation of a Mixture of Uniformly Distributed Source Signals: A Novel Approach. Neural Computation 11(4): 1011-1034 (1999)
47		Shun-ichi Amari: Natural Gradient Learning for Over- and Under-Complete Bases in ICA. Neural Computation 11(8): 1875-1883 (1999)
46		Tianping Chen, Shun-ichi Amari: Response. Neural Networks 12(2): 395- (1999)
45		Shun-ichi Amari, Si Wu: Improving support vector machine classifiers by modifying kernel functions. Neural Networks 12(6): 783-789 (1999)
44		Noboru Murata, Shun-ichi Amari: Statistical analysis of learning dynamics. Signal Processing 74(1): 3-28 (1999)
	1998
43		Shun-ichi Amari: Information Geometry of Neuro-Manifolds. ICONIP 1998: 591-593
42		Shun-ichi Amari: Future Perspective of 'Creating Brain' Program. ICONIP 1998: 7
41		Shiro Ikeda, Shun-ichi Amari, Hiroyuki Nakahara: Convergence of the Wake-Sleep Algorithm. NIPS 1998: 239-245
40		K. Hiraoka, Shun-ichi Amari: Strategy Under the Unknown Stochastic Environment: The Nonparametric Lob-Pass Problem. Algorithmica 22(1/2): 138-156 (1998)
39		Te Sun Han, Shun-ichi Amari: Statistical Inference Under Multiterminal Data Compression. IEEE Transactions on Information Theory 44(6): 2300-2324 (1998)
38		Mark Girolami, Andrzej Cichocki, Shun-ichi Amari: A common neural-network model for unsupervised exploratory data analysis and independent component analysis. IEEE Transactions on Neural Networks 9(6): 1495-1501 (1998)
37		Shun-ichi Amari: Natural Gradient Works Efficiently in Learning. Neural Computation 10(2): 251-276 (1998)
36		Howard Hua Yang, Shun-ichi Amari: Complexity Issues in Natural Gradient Descent Method for Training Multi-Layer Perceptrons. Neural Computation 10(8): 2137-2157 (1998)
35		Tianping Chen, Shun-ichi Amari, Qin Lin: A unified algorithm for principal and minor components extraction. Neural Networks 11(3): 385-390 (1998)
34		Andrzej Cichocki, Scott C. Douglas, Shun-ichi Amari: Robust techniques for independent component analysis (ICA) with noisy data. Neurocomputing 22(1-3): 113-129 (1998)
33		Lei Xu, Chi Chiu Cheung, Shun-ichi Amari: Learned parametric mixture based ICA algorithm. Neurocomputing 22(1-3): 69-80 (1998)
32		Howard Hua Yang, Shun-ichi Amari, Andrzej Cichocki: Information-theoretic approach to blind separation of sources in non-linear mixture. Signal Processing 64(3): 291-300 (1998)
	1997
31		Lei Xu, Chi Chiu Cheung, Jiong Ruan, Shun-ichi Amari: Nonlinearity and separation capability: further justification for the ICA algorithm with mixture of densities. ESANN 1997
30		Shun-ichi Amari, Noboru Murata: Statistical Analysis of Regularization Constant - From Bayes, MDL and NIC Points of View. IWANN 1997: 284-293
29		Howard Hua Yang, Shun-ichi Amari: The Efficiency and the Robustness of Natural Gradient Descent Learning Rule. NIPS 1997
28		Shun-ichi Amari, Jean-François Cardoso: Blind source separation-semiparametric statistical approach. IEEE Transactions on Signal Processing 45(11): 2692-2700 (1997)
27		Howard Hua Yang, Shun-ichi Amari: Adaptive On-line Learning Algorithms for Blind Separation-Maximization Entropy and Minimum Mutual Information. Neural Computation 9(7): 1457-1482 (1997)
26		Wlodzimierz Kasprzak, Andrzej Cichocki, Shun-ichi Amari: Blind Source Separation with Convolutive Noise Cancellation. Neural Computing and Applications 6(3): 127-141 (1997)
25		Shun-ichi Amari, Tianping Chen, Andrzej Cichocki: Stability Analysis of Learning Algorithms for Blind Source Separation. Neural Networks 10(8): 1345-1351 (1997)
	1996
24		Howard Hua Yang, Shun-ichi Amari: Two Gradient Descent Algorithms for Blind Signal Separation. ICANN 1996: 287-292
23		Shun-ichi Amari: Neural Learning in Structured Parameter Spaces - Natural Riemannian Gradient. NIPS 1996: 127-133
22		Noboru Murata, Klaus-Robert Müller, Andreas Ziehe, Shun-ichi Amari: Adaptive On-line Learning in Changing Environments. NIPS 1996: 599-605
	1995
21		Shun-ichi Amari: Training Error, Generalization Error and Learning Curves in Neural Learning. ANNES 1995: 4-5
20		Shun-ichi Amari, Noboru Murata, Klaus-Robert Müller, M. Finke, Howard Hua Yang: Statistical Theory of Overtraining - Is Cross-Validation Asymptotically Effective? NIPS 1995: 176-182
19		Shun-ichi Amari, Andrzej Cichocki, Howard Hua Yang: A New Learning Algorithm for Blind Signal Separation. NIPS 1995: 757-763
18		Te Sun Han, Shun-ichi Amari: Parameter estimation with multiterminal data compression. IEEE Transactions on Information Theory 41(6): 1802-1833 (1995)
17		Shun-ichi Amari: Information geometry of the EM and em algorithms for neural networks. Neural Networks 8(9): 1379-1408 (1995)
	1994
16		Motoaki Kawanabe, Shun-ichi Amari: Estimation of Network Parameters in Semiparametric Stochastic Perceptron. Neural Computation 6(6): 1244-1261 (1994)
	1993
15		Shun-ichi Amari, Noboru Murata: Statistical Theory of Learning Curves under Entropic Loss Criterion. Neural Computation 5(1): 140-153 (1993)
14		Shun-ichi Amari: A universal theorem on learning curves. Neural Networks 6(2): 161-166 (1993)
13		Shuji Yoshizawa, Masahiko Morita, Shun-ichi Amari: Capacity of associative memory using a nonmonotonic neuron model. Neural Networks 6(2): 167-176 (1993)
12		Shun-ichi Amari: Backpropagation and stochastic gradient descent method. Neurocomputing 5(3): 185-196 (1993)
	1992
11		Noboru Murata, Shuji Yoshizawa, Shun-ichi Amari: Learning Curves, Model Selection and Complexity of Neural Networks. NIPS 1992: 607-614
10		Hisashi Ito, Shun-ichi Amari, Kingo Kobayashi: Identifiability of hidden Markov information sources and their minimum degrees of freedom. IEEE Transactions on Information Theory 38(2): 324-333 (1992)
9		Shun-ichi Amari, Naotake Fujita, Shigeru Shinomoto: Four Types of Learning Curves. Neural Computation 4(4): 605-618 (1992)
8		Shun-ichi Amari, Stephen Grossberg, John G. Taylor: Editorial. Neural Networks 5(1): 1 (1992)
	1991
7		Shun-ichi Amari: Dualistic geometry of the manifold of higher-order neurons. Neural Networks 4(4): 443-451 (1991)
6		Shun-ichi Amari: Mathematical Theory of Neural Learning. New Generation Comput. 8(4): 281-294 (1991)
	1990
5		Shun-ichi Amari: Mathematical Theory of Neural Learning. ALT 1990: 3-20
	1989
4		Shun-ichi Amari, Te Sun Han: Statistical inference under multiterminal rate restrictions: A differential geometric approach. IEEE Transactions on Information Theory 35(2): 217-227 (1989)
3		Shun-ichi Amari: Characteristics of sparsely encoded associative memory. Neural Networks 2(6): 451-457 (1989)
	1988
2		Shun-ichi Amari, Kenjiro Maginu: Statistical neurodynamics of associative memory. Neural Networks 1(1): 63-73 (1988)
	1987
1		Shun-ichi Amari: Differential Geometry of a Parametric Family of Invertible Linear Systems - Riemannian Metric, Dual Affine Connections, and Divergence. Mathematical Systems Theory 20(1): 53-82 (1987)

Coauthor Index

1	V. David Sánchez A.	[83]
2	Naoki Abe	[59]
3	Kripamoy Aguan	[144]
4	Shotaro Akaho	[93]
5	Michael A. Arbib	[98]
6	Jayanta Basak	[48]
7	Désiré Bollé	[54]
8	Emery N. Brown	[164] [177]
9	Jianting Cao	[82] [103] [105]
10	Jean-François Cardoso	[28] [102]
11	V. Srinivasa Chakravarthy	[173]
12	Danmei Chen	[63] [99]
13	Tianping Chen	[25] [35] [46] [52] [57] [66] [67] [68] [71] [72] [91]
14	Zhe Chen	[138]
15	Chi Chiu Cheung	[31] [33]
16	Seungjin Choi	[51] [88] [148]
17	Andrzej Cichocki	[19] [25] [26] [32] [34] [38] [49] [51] [57] [65] [79] [80] [82] [88] [96] [103] [105] [110] [113] [114] [115] [117] [131] [133] [134] [137] [139] [140] [147] [148] [149] [156] [166]
18	Florent Cousseau	[153] [155]
19	Sergio Cruces (Sergio Antonio Cruces-Alvarez)	[80] [114]
20	David Renato C. Dominguez-Carreta	[54]
21	Scott C. Douglas	[34] [60] [107]
22	Jean-Marc Fellous	[158]
23	Jianfeng Feng	[135]
24	M. Finke	[20]
25	Simone Fiori	[120]
26	Naotake Fujita	[9]
27	Kenji Fukumizu	[53] [55] [58] [62] [93]
28	Dengpan Gao	[141]
29	Fei Ge	[141]
30	Pando G. Georgiev	[117]
31	Mark A. Girolami (Mark Girolami)	[38]
32	Stephen Grossberg	[8]
33	Sonja Grün	[164] [177]
34	Fanji Gu	[105]
35	Cuntai Guan	[134] [139] [156]
36	Kosuke Hamaguchi	[145] [152]
37	Te Sun Han	[4] [18] [39]
38	Zhaoshui He	[137]
39	Okihide Hikosaka	[90]
40	K. Hiraoka	[40]
41	Daniel W. C. Ho	[131]
42	Gen Hori	[104] [112] [137]
43	Aapo Hyvärinen	[83]
44	Shiro Ikeda	[41] [74] [75] [109] [116] [119]
45	Masato Inoue	[104] [112]
46	Masumi Ishikawa	[64]
47	Hisashi Ito	[10]
48	Marko Jankovic	[147]
49	Kukjin Kang	[151]
50	Wlodzimierz Kasprzak	[26]
51	Motoaki Kawanabe	[16] [86]
52	Dami Kim	[162]
53	Kingo Kobayashi	[10]
54	Raul Kompass	[137]
55	Rolf Kötter	[98]
56	Sun-Yuan Kung	[60] [107]
57	Soo-Young Lee	[83] [162]
58	Te-Won Lee	[83] [102]
59	Yillbyung Lee	[62]
60	Yuanqing Li	[105] [110] [117] [131] [133] [134] [139] [156] [168]
61	Qin Lin	[35]
62	Meizhu Liu	[171] [175]
63	Hongtao Lu	[132]
64	Wenlian Lu	[91]
65	Yao Lu	[172]
66	Jinwen Ma	[138] [141]
67	K. N. Magdoom	[173]
68	Kenjiro Maginu	[2]
69	Naoki Masuda	[125] [154]
70	Hiroshi Matsuzoe	[169]
71	N. Meenakshisundaram	[173]
72	Keiji Miura	[124] [130]
73	Masahiko Morita	[13]
74	Klaus-Robert Müller	[20] [22] [86]
75	Noboru Murata	[11] [15] [20] [22] [30] [44] [50] [66] [82] [86] [103] [111]
76	Hiroyuki Nakahara	[41] [50] [69] [70] [78] [84] [87] [89] [90] [92] [101] [104] [106] [108] [112] [121] [127] [129]
77	Frank Nielsen	[171] [175]
78	Mahesan Niranjan	[99]
79	Shin-ichi Nishimura	[104] [112]
80	Atsumi Ohara	[169]
81	Erkki Oja	[102]
82	Masato Okada	[124] [130]
83	Tomoko Ozeki	[76] [81] [97] [128] [153] [155]
84	Nikhil R. Pal	[144]
85	Hyeyoung Park	[53] [58] [62] [76] [81] [97] [111] [128]
86	Anh Huy Phan	[166]
87	Robert J. Plemmons	[148]
88	Massimiliano Pontil	[106]
89	B. Ravindran	[173]
90	Barry J. Richmond	[129]
91	Jiong Ruan	[31]
92	Michiko Saito	[112]
93	Yutaka Sakai	[101]
94	Yuzuru Sato	[172]
95	Abd-Krim Seghouane	[143]
96	Animesh Sharma	[144]
97	Hirohito Shimada	[64]
98	Hideaki Shimazaki	[164] [177]
99	Shigeru Shinomoto	[9]
100	Sergei L. Shishkin	[105]
101	Deepak Subramanian	[173]
102	Tsunehiro Takeda	[82] [103]
103	Jun-ichi Takeuchi	[59] [123]
104	Toshiyuki Tanaka	[74] [75] [109] [116] [119]
105	Masami Tatsuno	[158]
106	John G. Taylor	[8]
107	Fabian J. Theis	[118]
108	Baba C. Vemuri	[171] [175]
109	Sumio Watanabe	[94] [100]
110	Haikun Wei	[136] [146] [150] [153]
111	Si Wu	[45] [50] [63] [69] [70] [77] [84] [85] [89] [99] [101] [108] [122] [135] [145] [152] [165]
112	Shengli Xie	[131] [156]
113	Lei Xu	[31] [33] [161]
114	Michiko Yamana	[106]
115	Howard Hua Yang	[19] [20] [24] [27] [29] [32] [36]
116	Yoshihiro Yoshihara	[112]
117	Shuji Yoshizawa	[11] [13]
118	Rafal Zdunek	[137] [140] [147] [148] [149] [166]
119	Liqing Zhang	[49] [65] [79] [113] [115]
120	Jun Zhang	[153]
121	Andreas Ziehe	[22] [86]

Colors in the list of coauthors

Last update Sat May 26 04:23:17 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page