Natural gradient works efficiently in learning SI Amari Neural computation 10 (2), 251-276, 1998 | 4335 | 1998 |
Methods of information geometry S Amari, H Nagaoka American Mathematical Soc., 2000 | 3929 | 2000 |
Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications A Cichocki John Wiley & Sons google schola 2, 1129-1159, 2002 | 3515 | 2002 |
Nonnegative matrix and tensor factorization [lecture notes] A Cichocki, R Zdunek, S Amari IEEE signal processing magazine 25 (1), 142-145, 2007 | 3154 | 2007 |
A new learning algorithm for blind signal separation S Amari, A Cichocki, H Yang Advances in neural information processing systems 8, 1995 | 3130 | 1995 |
Differential-geometrical methods in statistics S Amari Springer Science & Business Media, 2012 | 2903 | 2012 |
Dynamics of pattern formation in lateral-inhibition type neural fields S Amari Biological cybernetics 27 (2), 77-87, 1977 | 2632 | 1977 |
Information geometry and its applications S Amari Springer, 2016 | 1457 | 2016 |
Improving support vector machine classifiers by modifying kernel functions S Amari, S Wu Neural Networks 12 (6), 783-789, 1999 | 1325 | 1999 |
Network information criterion-determining the number of hidden units for an artificial neural network model N Murata, S Yoshizawa, S Amari IEEE transactions on neural networks 5 (6), 865-872, 1994 | 947 | 1994 |
Backpropagation and stochastic gradient descent method S Amari Neurocomputing 5 (4-5), 185-196, 1993 | 905 | 1993 |
A theory of adaptive pattern classifiers S Amari IEEE Transactions on Electronic Computers, 299-307, 1967 | 835 | 1967 |
Neural theory of association and concept-formation SI Amari Biological cybernetics 26 (3), 175-185, 1977 | 776 | 1977 |
Adaptive blind signal processing-neural network approaches S Amari, A Cichocki Proceedings of the IEEE 86 (10), 2026-2048, 1998 | 725 | 1998 |
Competition and cooperation in neural nets SI Amari, MA Arbib Systems neuroscience, 119-165, 1977 | 705* | 1977 |
Learning patterns and pattern sequences by self-organizing nets of threshold elements SI Amari IEEE Transactions on computers 100 (11), 1197-1206, 1972 | 660 | 1972 |
Stability analysis of learning algorithms for blind source separation S Amari, TP Chen, A Cichocki Neural Networks 10 (8), 1345-1351, 1997 | 619* | 1997 |
Adaptive online learning algorithms for blind separation: maximum entropy and minimum mutual information HH Yang, S Amari Neural computation 9 (7), 1457-1482, 1997 | 602 | 1997 |
Statistical neurodynamics of associative memory SI Amari, K Maginu Neural Networks 1 (1), 63-73, 1988 | 599 | 1988 |
Families of alpha-beta-and gamma-divergences: Flexible and robust measures of similarities A Cichocki, S Amari Entropy 12 (6), 1532-1568, 2010 | 584 | 2010 |