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Shun-ichi Amari Vis

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*2009
148EEShun-ichi Amari: Measure of Correlation Orthogonal to Change in Firing Rate. Neural Computation 21(4): 960-972 (2009)
147EEMasami 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
146EEShun-ichi Amari: Information Geometry and Its Applications: Convex Function and Dually Flat Manifold. ETVC 2008: 75-102
145EEYuanqing 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)
144EEFlorent Cousseau, Tomoko Ozeki, Shun-ichi Amari: Dynamics of Learning in Multilayer Perceptrons Near Singularities. IEEE Transactions on Neural Networks 19(8): 1313-1328 (2008)
143EENaoki 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)
142EEHaikun 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)
141EESi Wu, Kosuke Hamaguchi, Shun-ichi Amari: Dynamics and Computation of Continuous Attractors. Neural Computation 20(4): 994-1025 (2008)
140EEKukjin Kang, Shun-ichi Amari: Discrimination with Spike Times and ISI Distributions. Neural Computation 20(6): 1411-1426 (2008)
139EEHaikun Wei, Shun-ichi Amari: Dynamics of learning near singularities in radial basis function networks. Neural Networks 21(7): 989-1005 (2008)
2007
138EEAndrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. ICA 2007: 169-176
137EEAndrzej 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
136EEAndrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari: Sparse Super Symmetric Tensor Factorization. ICONIP (1) 2007: 781-790
135EEHaikun Wei, Shun-ichi Amari: Eigenvalue Analysis on Singularity in RBF networks. IJCNN 2007: 690-695
134EESi Wu, Kosuke Hamaguchi, Shun-ichi Amari: The Tracking Speed of Continuous Attractors. ISNN (1) 2007: 926-934
133EENikhil 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)
132EEAbd-Krim Seghouane, Shun-ichi Amari: The AIC Criterion and Symmetrizing the Kullback-Leibler Divergence. IEEE Transactions on Neural Networks 18(1): 97-106 (2007)
131EEShun-ichi Amari: Integration of Stochastic Models by Minimizing alpha-Divergence. Neural Computation 19(10): 2780-2796 (2007)
2006
130EEJinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari: A One-Bit-Matching Learning Algorithm for Independent Component Analysis. ICA 2006: 173-180
129EEAndrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. ICA 2006: 32-39
128EEYuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan: Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. ICA 2006: 831-837
127EEJinwen Ma, Zhe Chen, Shun-ichi Amari: Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. ICA 2006: 838-845
126EEAndrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He: Extended SMART Algorithms for Non-negative Matrix Factorization . ICAISC 2006: 548-562
125EEHaikun Wei, Shun-ichi Amari: Online Learning Dynamics of Radial Basis Function Neural Networks near the Singularity. IJCNN 2006: 4770-4776
124EESi Wu, Jianfeng Feng, Shun-ichi Amari: The Ideal Noisy Environment for Fast Neural Computation. ISNN (1) 2006: 1-6
123EEYuanqing 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)
122EEYuanqing 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)
121EEHongtao 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)
120EEYuanqing 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)
119EEKeiji Miura, Masato Okada, Shun-ichi Amari: Estimating Spiking Irregularities Under Changing Environments. Neural Computation 18(10): 2359-2386 (2006)
118EEHiroyuki 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)
117EEShun-ichi Amari, Hyeyoung Park, Tomoko Ozeki: Singularities Affect Dynamics of Learning in Neuromanifolds. Neural Computation 18(5): 1007-1065 (2006)
116EEShun-ichi Amari, Hiroyuki Nakahara: Correlation and Independence in the Neural Code. Neural Computation 18(6): 1259-1267 (2006)
2005
115EEShun-ichi Amari: Population Coding, Bayesian Inference and Information Geometry. ISNN (1) 2005: 1-4
114EENaoki Masuda, Shun-ichi Amari: Modeling Memory Transfer and Saving in Cerebellar Motor Learning. NIPS 2005
113EEKeiji Miura, Masato Okada, Shun-ichi Amari: Unbiased Estimator of Shape Parameter for Spiking Irregularities under Changing Environments. NIPS 2005
112EEJun-ichi Takeuchi, Shun-ichi Amari: /spl alpha/-parallel prior and its properties. IEEE Transactions on Information Theory 51(3): 1011-1023 (2005)
111EESi Wu, Shun-ichi Amari: Computing with Continuous Attractors: Stability and Online Aspects. Neural Computation 17(10): 2215-2239 (2005)
110EEShun-ichi Amari, Hiroyuki Nakahara: Difficulty of Singularity in Population Coding. Neural Computation 17(4): 839-858 (2005)
109EESimone Fiori, Shun-ichi Amari: Geometrical methods in neural networks and learning. Neurocomputing 67: 1-7 (2005)
108EEShiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari: Information geometry for turbo decoding. Systems and Computers in Japan 36(1): 79-87 (2005)
2004
107EEFabian J. Theis, Shun-ichi Amari: Postnonlinear Overcomplete Blind Source Separation Using Sparse Sources. ICA 2004: 718-725
106 Andrzej Cichocki, Yuanqing Li, Pando G. Georgiev, Shun-ichi Amari: Beyond ICA: robust sparse signal representations. ISCAS (5) 2004: 684-687
105 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)
104EEMasato 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)
103EEHyeyoung 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)
102EEYuanqing Li, Andrzej Cichocki, Shun-ichi Amari: Analysis of Sparse Representation and Blind Source Separation. Neural Computation 16(6): 1193-1234 (2004)
101EEShiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari: Stochastic Reasoning, Free Energy, and Information Geometry. Neural Computation 16(9): 1779-1810 (2004)
100EESi Wu, Shun-ichi Amari, Hiroyuki Nakahara: Information processing in a neuron ensemble with the multiplicative correlation structure. Neural Networks 17(2): 205-214 (2004)
99EEScott C. Douglas, Shun-ichi Amari, S.-Y. 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
98EEMichiko Yamana, Hiroyuki Nakahara, Massimiliano Pontil, Shun-ichi Amari: On different ensembles of kernel machines. ESANN 2003: 197-201
97EEYuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei L. Shishkin, Jianting Cao, Fanji Gu: Sparse Representation and Its Applications in Blind Source Separation. NIPS 2003
96 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)
95EETe-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)
94EEShun-ichi Amari, Hiroyuki Nakahara, Si Wu, Yutaka Sakai: Synchronous Firing and Higher-Order Interactions in Neuron Pool. Neural Computation 15(1): 127-142 (2003)
93EESumio Watanabe, Shun-ichi Amari: Learning Coefficients of Layered Models When the True Distribution Mismatches the Singularities. Neural Computation 15(5): 1013-1033 (2003)
92EESi Wu, Danmei Chen, Mahesan Niranjan, Shun-ichi Amari: Sequential Bayesian Decoding with a Population of Neurons. Neural Computation 15(5): 993-1012 (2003)
91EEShun-ichi Amari, Michael A. Arbib, Rolf Kötter: Neuroinformatics - Introduction. Neural Networks 16(9): 1235-1236 (2003)
90EEShun-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
89 Shun-ichi Amari: Information Geometry of Neural Learning and Belief Propagation. FSKD 2002: 4
88EESumio 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
87EEKenji Fukumizu, Shotaro Akaho, Shun-ichi Amari: Critical Lines in Symmetry of Mixture Models and its Application to Component Splitting. NIPS 2002: 865-872
86EEHiroyuki Nakahara, Shun-ichi Amari: Information-Geometric Measure for Neural Spikes. Neural Computation 14(10): 2269-2316 (2002)
85EETianping Chen, Wenlian Lu, Shun-ichi Amari: Global Convergence Rate of Recurrently Connected Neural Networks. Neural Computation 14(12): 2947-2957 (2002)
84EEHiroyuki Nakahara, Shun-ichi Amari, Okihide Hikosaka: Self-Organization in the Basal Ganglia with Modulation of Reinforcement Signals. Neural Computation 14(4): 819-844 (2002)
83EESi Wu, Shun-ichi Amari, Hiroyuki Nakahara: Population Coding and Decoding in a Neural Field: A Computational Study. Neural Computation 14(5): 999-1026 (2002)
82EESeungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Equivariant nonstationary source separation. Neural Networks 15(1): 121-130 (2002)
81EEHiroyuki Nakahara, Shun-ichi Amari: Attention modulation of neural tuning through peak and base rate in correlated firing. Neural Networks 15(1): 41-55 (2002)
80EENoboru 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)
79 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)
78EESi Wu, Shun-ichi Amari, Hiroyuki Nakahara: Asymptotic behaviors of population codes. Neurocomputing 44-46: 697-702 (2002)
77EEShun-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)
76EEJianting 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
75EEShun-ichi Amari, Tomoko Ozeki, Hyeyoung Park: Generalization Error and Training Error at Singularities of Multilayer Perceptrons. IWANN (1) 2001: 325-332
74EESergio Cruces, Andrzej Cichocki, Shun-ichi Amari: The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. IWANN (2) 2001: 786-793
73EELiqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. IWANN (2) 2001: 826-833
72EEHiroyuki Nakahara, Shun-ichi Amari: Information-Geometric Decomposition in Spike Analysis. NIPS 2001: 253-260
71EESi Wu, Shun-ichi Amari: Neural Implementation of Bayesian Inference in Population Codes. NIPS 2001: 317-323
70EEShun-ichi Amari, Hyeyoung Park, Tomoko Ozeki: Geometrical Singularities in the Neuromanifold of Multilayer Perceptrons. NIPS 2001: 343-350
69EEShiro Ikeda, Toshiyuki Tanaka, Shun-ichi Amari: Information Geometrical Framework for Analyzing Belief Propagation Decoder. NIPS 2001: 407-414
68EEToshiyuki Tanaka, Shiro Ikeda, Shun-ichi Amari: Information-Geometrical Significance of Sparsity in Gallager Codes. NIPS 2001: 527-534
67 Shun-ichi Amari: Information geometry on hierarchy of probability distributions. IEEE Transactions on Information Theory 47(5): 1701-1711 (2001)
66 Tianping Chen, Shun-ichi Amari: Exponential Convergence of Delayed Dynamical Systems. Neural Computation 13(3): 621-635 (2001)
65 Si Wu, Hiroyuki Nakahara, Shun-ichi Amari: Population Coding with Correlation and an Unfaithful Model. Neural Computation 13(4): 775-797 (2001)
64 Hiroyuki Nakahara, Si Wu, Shun-ichi Amari: Attention Modulation of Neural Tuning Through Peak and Base Rate. Neural Computation 13(9): 2031-2047 (2001)
63EETianping Chen, Shun-ichi Amari: Unified stabilization approach to principal and minor components extraction algorithms. Neural Networks 14(10): 1377-1387 (2001)
62EETianping Chen, Shun-ichi Amari: New theorems on global convergence of some dynamical systems. Neural Networks 14(3): 251-255 (2001)
61 Tianping Chen, Shun-ichi Amari, Noboru Murata: Sequential Extraction of Minor Components. Neural Processing Letters 13(3): 195-201 (2001)
60EELiqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Semiparametric model and superefficiency in blind deconvolution. Signal Processing 81(12): 2535-2553 (2001)
2000
59EEMasumi Ishikawa, Hirohito Shimada, Shun-ichi Amari: Iterative Design of Regularizers Based on Data by Minimizing Generalization Errors. IJCNN (1) 2000: 3-8
58EESi Wu, Danmei Chen, Shun-ichi Amari: Unfaithful Population Decoding. IJCNN (2) 2000: 199-204
57 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
56 Shun-ichi Amari: Information Geometry of Neural Networks. PRICAI 2000: 2
55 Jun-ichi Takeuchi, Naoki Abe, Shun-ichi Amari: The Lob-Pass Problem. J. Comput. Syst. Sci. 61(3): 523-557 (2000)
54 Shun-ichi Amari, Hyeyoung Park, Kenji Fukumizu: Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons. Neural Computation 12(6): 1399-1409 (2000)
53 Shun-ichi Amari, Tianping Chen, Andrzej Cichocki: Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation. Neural Computation 12(6): 1463-1484 (2000)
52 Shun-ichi Amari: Estimating Functions of Independent Component Analysis for Temporally Correlated Signals. Neural Computation 12(9): 2083-2107 (2000)
51EEKenji Fukumizu, Shun-ichi Amari: Local minima and plateaus in hierarchical structures of multilayer perceptrons. Neural Networks 13(3): 317-327 (2000)
50EEDesire 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)
49EEHyeyoung Park, Shun-ichi Amari, Kenji Fukumizu: Adaptive natural gradient learning algorithms for various stochastic models. Neural Networks 13(7): 755-764 (2000)
48EETianping Chen, Shun-ichi Amari: Dynamic behavior of the robust decorrelation process. Neurocomputing 30(1-4): 143-151 (2000)
47EESeungjin Choi, Andrzej Cichocki, Shun-ichi Amari: Flexible Independent Component Analysis. VLSI Signal Processing 26(1-2): 25-38 (2000)
1999
46EESi Wu, Hiroyuki Nakahara, Noboru Murata, Shun-ichi Amari: Population Decoding Based on an Unfaithful Model. NIPS 1999: 192-198
45EELiqing Zhang, Shun-ichi Amari, Andrzej Cichocki: Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems NIPS 1999: 363-369
44 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)
43 Shun-ichi Amari: Natural Gradient Learning for Over- and Under-Complete Bases in ICA. Neural Computation 11(8): 1875-1883 (1999)
42EETianping Chen, Shun-ichi Amari: Response. Neural Networks 12(2): 395- (1999)
41EEShun-ichi Amari, Si Wu: Improving support vector machine classifiers by modifying kernel functions. Neural Networks 12(6): 783-789 (1999)
1998
40 Shun-ichi Amari: Information Geometry of Neuro-Manifolds. ICONIP 1998: 591-593
39 Shun-ichi Amari: Future Perspective of 'Creating Brain' Program. ICONIP 1998: 7
38EEShiro Ikeda, Shun-ichi Amari, Hiroyuki Nakahara: Convergence of the Wake-Sleep Algorithm. NIPS 1998: 239-245
37 K. Hiraoka, Shun-ichi Amari: Strategy Under the Unknown Stochastic Environment: The Nonparametric Lob-Pass Problem. Algorithmica 22(1/2): 138-156 (1998)
36 Te Sun Han, Shun-ichi Amari: Statistical Inference Under Multiterminal Data Compression. IEEE Transactions on Information Theory 44(6): 2300-2324 (1998)
35EEMark 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)
34 Shun-ichi Amari: Natural Gradient Works Efficiently in Learning. Neural Computation 10(2): 251-276 (1998)
33 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)
32EETianping Chen, Shun-ichi Amari, Qin Lin: A unified algorithm for principal and minor components extraction. Neural Networks 11(3): 385-390 (1998)
31EEAndrzej Cichocki, Scott C. Douglas, Shun-ichi Amari: Robust techniques for independent component analysis (ICA) with noisy data. Neurocomputing 22(1-3): 113-129 (1998)
30EELei Xu, Chi Chiu Cheung, Shun-ichi Amari: Learned parametric mixture based ICA algorithm. Neurocomputing 22(1-3): 69-80 (1998)
1997
29 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
28EEShun-ichi Amari, Noboru Murata: Statistical Analysis of Regularization Constant - From Bayes, MDL and NIC Points of View. IWANN 1997: 284-293
27 Howard Hua Yang, Shun-ichi Amari: The Efficiency and the Robustness of Natural Gradient Descent Learning Rule. NIPS 1997
26EEHoward 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)
25 Wlodzimierz Kasprzak, Andrzej Cichocki, Shun-ichi Amari: Blind Source Separation with Convolutive Noise Cancellation. Neural Computing and Applications 6(3): 127-141 (1997)
24EEShun-ichi Amari, Tianping Chen, Andrzej Cichocki: Stability Analysis of Learning Algorithms for Blind Source Separation. Neural Networks 10(8): 1345-1351 (1997)
1996
23 Howard Hua Yang, Shun-ichi Amari: Two Gradient Descent Algorithms for Blind Signal Separation. ICANN 1996: 287-292
22EEShun-ichi Amari: Neural Learning in Structured Parameter Spaces - Natural Riemannian Gradient. NIPS 1996: 127-133
21EENoboru Murata, Klaus-Robert Müller, Andreas Ziehe, Shun-ichi Amari: Adaptive On-line Learning in Changing Environments. NIPS 1996: 599-605
1995
20EEShun-ichi Amari: Training Error, Generalization Error and Learning Curves in Neural Learning. ANNES 1995: 4-5
19EEShun-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
18EEShun-ichi Amari, Andrzej Cichocki, Howard Hua Yang: A New Learning Algorithm for Blind Signal Separation. NIPS 1995: 757-763
17 Te Sun Han, Shun-ichi Amari: Parameter estimation with multiterminal data compression. IEEE Transactions on Information Theory 41(6): 1802-1833 (1995)
16EEShun-ichi Amari: Information geometry of the EM and em algorithms for neural networks. Neural Networks 8(9): 1379-1408 (1995)
1994
15EEMotoaki Kawanabe, Shun-ichi Amari: Estimation of Network Parameters in Semiparametric Stochastic Perceptron. Neural Computation 6(6): 1244-1261 (1994)
1993
14EEShun-ichi Amari, Noboru Murata: Statistical Theory of Learning Curves under Entropic Loss Criterion. Neural Computation 5(1): 140-153 (1993)
13EEShun-ichi Amari: A universal theorem on learning curves. Neural Networks 6(2): 161-166 (1993)
12EEShuji Yoshizawa, Masahiko Morita, Shun-ichi Amari: Capacity of associative memory using a nonmonotonic neuron model. Neural Networks 6(2): 167-176 (1993)
11 Shun-ichi Amari: Backpropagation and stochastic gradient descent method. Neurocomputing 5(3): 185-196 (1993)
1992
10EENoboru Murata, Shuji Yoshizawa, Shun-ichi Amari: Learning Curves, Model Selection and Complexity of Neural Networks. NIPS 1992: 607-614
9 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)
8EEShun-ichi Amari, Stephen Grossberg, John G. Taylor: Editorial. Neural Networks 5(1): 1- (1992)
1991
7EEShun-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- (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)
3EEShun-ichi Amari: Characteristics of sparsely encoded associative memory. Neural Networks 2(6): 451-457 (1989)
1988
2EEShun-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

1V. David Sánchez A. [77]
2Naoki Abe [55]
3Kripamoy Aguan [133]
4Shotaro Akaho [87]
5Michael A. Arbib [91]
6Jayanta Basak [44]
7Desire Bollé [50]
8Jianting Cao [76] [97]
9Jean-François Cardoso [95]
10Danmei Chen [58] [92]
11Tianping Chen [24] [32] [42] [48] [53] [61] [62] [63] [66] [85]
12Zhe Chen [127]
13Chi Chiu Cheung [29] [30]
14Seungjin Choi [47] [82] [137]
15Andrzej Cichocki [18] [24] [25] [31] [35] [45] [47] [53] [60] [73] [74] [76] [82] [97] [102] [106] [120] [122] [123] [126] [128] [129] [136] [137] [138] [145]
16Florent Cousseau [142] [144]
17Sergio Cruces [74]
18David Renato C. Dominguez-Carreta [50]
19Scott C. Douglas [31] [99]
20Jean-Marc Fellous [147]
21Jianfeng Feng [124]
22M. Finke [19]
23Simone Fiori [109]
24Kenji Fukumizu [49] [51] [54] [57] [87]
25Dengpan Gao [130]
26Fei Ge [130]
27Pando G. Georgiev [106]
28Mark A. Girolami (Mark Girolami) [35]
29Stephen Grossberg [8]
30Fanji Gu [97]
31Cuntai Guan [123] [128] [145]
32Kosuke Hamaguchi [134] [141]
33Te Sun Han [4] [17] [36]
34Zhaoshui He [126]
35Okihide Hikosaka [84]
36K. Hiraoka [37]
37Daniel W. C. Ho [120]
38Gen Hori [96] [104] [126]
39Aapo Hyvärinen [77]
40Shiro Ikeda [38] [68] [69] [101] [105] [108]
41Masato Inoue [96] [104]
42Masumi Ishikawa [59]
43Hisashi Ito [9]
44Marko Jankovic [136]
45Kukjin Kang [140]
46Wlodzimierz Kasprzak [25]
47Motoaki Kawanabe [15] [80]
48Kingo Kobayashi [9]
49Raul Kompass [126]
50Rolf Kötter [91]
51S.-Y. Kung [99]
52Soo-Young Lee [77]
53Te-Won Lee [77] [95]
54Yillbyung Lee [57]
55Yuanqing Li [97] [102] [106] [120] [122] [123] [128] [145]
56Qin Lin [32]
57Hongtao Lu [121]
58Wenlian Lu [85]
59Jinwen Ma [127] [130]
60Kenjiro Maginu [2]
61Naoki Masuda [114] [143]
62Keiji Miura [113] [119]
63Masahiko Morita [12]
64Klaus-Robert Müller [19] [21] [80]
65Noboru Murata [10] [14] [19] [21] [28] [46] [61] [76] [80] [103]
66Hiroyuki Nakahara [38] [46] [64] [65] [72] [78] [81] [83] [84] [86] [94] [96] [98] [100] [104] [110] [116] [118]
67Mahesan Niranjan [92]
68Shin-ichi Nishimura [96] [104]
69Erkki Oja [95]
70Masato Okada [113] [119]
71Tomoko Ozeki [70] [75] [90] [117] [142] [144]
72Nikhil R. Pal [133]
73Hyeyoung Park [49] [54] [57] [70] [75] [90] [103] [117]
74Robert J. Plemmons [137]
75Massimiliano Pontil [98]
76Barry J. Richmond [118]
77Jiong Ruan [29]
78Michiko Saito [104]
79Yutaka Sakai [94]
80Abd-Krim Seghouane [132]
81Animesh Sharma [133]
82Hirohito Shimada [59]
83Sergei L. Shishkin [97]
84Tsunehiro Takeda [76]
85Jun-ichi Takeuchi [55] [112]
86Toshiyuki Tanaka [68] [69] [101] [105] [108]
87Masami Tatsuno [147]
88John G. Taylor [8]
89Fabian J. Theis [107]
90Sumio Watanabe [88] [93]
91Haikun Wei [125] [135] [139] [142]
92Si Wu [41] [46] [58] [64] [65] [71] [78] [79] [83] [92] [94] [100] [111] [124] [134] [141]
93Shengli Xie [120] [145]
94Lei Xu [29] [30]
95Michiko Yamana [98]
96Howard Hua Yang [18] [19] [23] [26] [27] [33]
97Yoshihiro Yoshihara [104]
98Shuji Yoshizawa [10] [12]
99Rafal Zdunek [126] [129] [136] [137] [138]
100Jun Zhang [142]
101Liqing Zhang [45] [60] [73]
102Andreas Ziehe [21] [80]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)