Shun-ichi Amari

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2008
37Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Shengli Xie, Cuntai Guan. IEEE Transactions on Neural Networks (19): 2009-2021 (2008). Web SearchBibTeXDownload
36Dynamics of Learning Near Singularities in Layered Networks. Haikun Wei, Jun Zhang, Florent Cousseau, Tomoko Ozeki, Shun-ichi Amari. Neural Computation (20): 813-843 (2008). Web SearchBibTeXDownload
2007
35Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari. ICA 2007, 169-176. Web SearchBibTeXDownload
34Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari. ICANNGA (2) 2007, 271-280. Web SearchBibTeXDownload
33Sparse Super Symmetric Tensor Factorization. Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari. ICONIP (1) 2007, 781-790. Web SearchBibTeXDownload
2006
32A One-Bit-Matching Learning Algorithm for Independent Component Analysis. Jinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari. ICA 2006, 173-180. Cited by 2Web SearchBibTeXDownload
31Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. Jinwen Ma, Zhe Chen, Shun-ichi Amari. ICA 2006, 838-845. Web SearchBibTeXDownload
30Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari. ICA 2006, 32-39. Web SearchBibTeXDownload
29Analysis of Source Sparsity and Recoverability for SCA Based Blind Source Separation. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Cuntai Guan. ICA 2006, 831-837. Web SearchBibTeXDownload
28Extended SMART Algorithms for Non-negative Matrix Factorization . Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He. ICAISC 2006, 548-562. Web SearchBibTeXDownload
27Probability Estimation for Recoverability Analysis of Blind Source Separation Based on Sparse Representation. Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Cuntai Guan. IEEE Transactions on Information Theory (52): 3139-3152 (2006). Web SearchBibTeXDownload
26Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari. IEEE Transactions on Neural Networks (17): 419-431 (2006). Web SearchBibTeXDownload
25Underdetermined blind source separation based on sparse representation. Yuanqing Li, Shun-ichi Amari, Andrzej Cichocki, Daniel W. C. Ho, Shengli Xie. IEEE Transactions on Signal Processing (54): 423-437 (2006). Web SearchBibTeXDownload
2005
24/spl alpha/-parallel prior and its properties. Jun-ichi Takeuchi, Shun-ichi Amari. IEEE Transactions on Information Theory (51): 1011-1023 (2005). Web SearchBibTeXDownload
2004
23From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. Sergio Antonio Cruces-Alvarez, Andrzej Cichocki, Shun-ichi Amari. IEEE Transactions on Neural Networks (15): 859-873 (2004). Web SearchBibTeXDownload
22Self-adaptive blind source separation based on activation functions adaptation. Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari. IEEE Transactions on Neural Networks (15): 233-244 (2004). Web SearchBibTeXDownload
21Multichannel blind deconvolution of nonminimum-phase systems using filter decomposition. Liqing Zhang, Andrzej Cichocki, Shun-ichi Amari. IEEE Transactions on Signal Processing (52): 1430-1442 (2004). Web SearchBibTeXDownload
20Beyond ICA: robust sparse signal representations. Andrzej Cichocki, Yuanqing Li, Pando G. Georgiev, Shun-ichi Amari. ISCAS (5) 2004, 684-687. Web SearchBibTeX
19Analysis of Sparse Representation and Blind Source Separation. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari. Neural Computation (16): 1193-1234 (2004). Web SearchBibTeXDownload
2003
18On different ensembles of kernel machines. Michiko Yamana, Hiroyuki Nakahara, Massimiliano Pontil, Shun-ichi Amari. ESANN 2003, 197-201. Web SearchBibTeXDownload
17A robust approach to independent component analysis of signals with high-level noise measurements. Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda. IEEE Transactions on Neural Networks (14): 631-645 (2003). Web SearchBibTeXDownload
16Sparse Representation and Its Applications in Blind Source Separation. Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari, Sergei L. Shishkin, Jianting Cao, Fanji Gu. NIPS 2003. Web SearchBibTeXDownload
2002
15Equivariant nonstationary source separation. Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari. Neural Networks (15): 121-130 (2002). Web SearchBibTeXDownload
14Independent component analysis for unaveraged single-trial MEG data decomposition and single-dipole source localization. Jianting Cao, Noboru Murata, Shun-ichi Amari, Andrzej Cichocki, Tsunehiro Takeda. Neurocomputing (49): 255-277 (2002). Web SearchBibTeXDownload
2001
13Equi-convergence Algorithm for Blind Separation of Sources with Arbitrary Distributions. Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki. IWANN (2) 2001, 826-833. Web SearchBibTeXDownload
12The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. Sergio Cruces, Andrzej Cichocki, Shun-ichi Amari. IWANN (2) 2001, 786-793. Web SearchBibTeXDownload
11Semiparametric model and superefficiency in blind deconvolution. Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki. Signal Processing (81): 2535-2553 (2001). Web SearchBibTeXDownload
2000
10The Lob-Pass Problem. Jun-ichi Takeuchi, Naoki Abe, Shun-ichi Amari. J. Comput. Syst. Sci. (61): 523-557 (2000). Web SearchBibTeXDownload
9Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation. Shun-ichi Amari, Tianping Chen, Andrzej Cichocki. Neural Computation (12): 1463-1484 (2000). Web SearchBibTeXDownload
8Flexible Independent Component Analysis. Seungjin Choi, Andrzej Cichocki, Shun-ichi Amari. VLSI Signal Processing (26): 25-38 (2000). Web SearchBibTeXDownload
1999
7Blind Separation of a Mixture of Uniformly Distributed Source Signals: A Novel Approach. Jayanta Basak, Shun-ichi Amari. Neural Computation (11): 1011-1034 (1999). Web SearchBibTeXDownload
6Semiparametric Approach to Multichannel Blind Deconvolution of Nonminimum Phase Systems. Liqing Zhang, Shun-ichi Amari, Andrzej Cichocki. NIPS 1999, 363-369. Web SearchBibTeXDownload
1998
5A common neural-network model for unsupervised exploratory data analysis and independent component analysis. Mark Girolami, Andrzej Cichocki, Shun-ichi Amari. IEEE Transactions on Neural Networks (9): 1495-1501 (1998). Web SearchBibTeXDownload
4Robust techniques for independent component analysis (ICA) with noisy data. Andrzej Cichocki, Scott C. Douglas, Shun-ichi Amari. Neurocomputing (22): 113-129 (1998). Web SearchBibTeXDownload
1997
3Blind Source Separation with Convolutive Noise Cancellation. Wlodzimierz Kasprzak, Andrzej Cichocki, Shun-ichi Amari. Neural Computing and Applications (6): 127-141 (1997). Web SearchBibTeXDownload
2Stability Analysis of Learning Algorithms for Blind Source Separation. Shun-ichi Amari, Tianping Chen, Andrzej Cichocki. Neural Networks (10): 1345-1351 (1997). Web SearchBibTeXDownload
1995
1A New Learning Algorithm for Blind Signal Separation. Shun-ichi Amari, Andrzej Cichocki, Howard Hua Yang. NIPS 1995, 757-763. Web SearchBibTeXDownload
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