Mathematical Theory of Neural Networks: A Personal and Historical Survey
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[1] Shun-ichi Amari,et al. Learning Patterns and Pattern Sequences by Self-Organizing Nets of Threshold Elements , 1972, IEEE Transactions on Computers.
[2] Shun-ichi Amari,et al. Mathematical foundations of neurocomputing , 1990, Proc. IEEE.
[3] S.-I. Amari,et al. Neural theory of association and concept-formation , 1977, Biological Cybernetics.
[4] Shun-ichi Amari,et al. Statistical neurodynamics of associative memory , 1988, Neural Networks.
[5] Shun-ichi Amari,et al. The EM Algorithm and Information Geometry in Neural Network Learning , 1995, Neural Computation.
[6] Shun-ichi Amari,et al. Field theory of self-organizing neural nets , 1983, IEEE Transactions on Systems, Man, and Cybernetics.
[7] Shun-ichi Amari,et al. Natural Gradient Works Efficiently in Learning , 1998, Neural Computation.
[8] S. Amari,et al. Formation of topographic maps and columnar microstructures in nerve fields , 1979, Biological Cybernetics.
[9] Shun-ichi Amari,et al. A method of statistical neurodynamics , 1974, Kybernetik.
[10] Shun-ichi Amari,et al. A universal theorem on learning curves , 1993, Neural Networks.
[11] Shun-ichi Amari,et al. Information geometry of Boltzmann machines , 1992, IEEE Trans. Neural Networks.
[12] S. Amari,et al. Characteristics of Random Nets of Analog Neuron-Like Elements , 1972, IEEE Trans. Syst. Man Cybern..
[13] S. Amari. Dynamics of pattern formation in lateral-inhibition type neural fields , 1977, Biological Cybernetics.
[14] S. Amari,et al. A Mathematical Foundation for Statistical Neurodynamics , 1977 .
[15] Shun-ichi Amari,et al. A Theory of Adaptive Pattern Classifiers , 1967, IEEE Trans. Electron. Comput..
[16] S. Amari,et al. Mathematical theory on formation of category detecting nerve cells , 1978, Biological Cybernetics.
[17] Shun-ichi Amari,et al. Characteristics of randomly connected threshold-element networks and network systems , 1971 .
[18] Shun-ichi Amari,et al. Conditional Mixture Model for Correlated Neuronal Spikes , 2010, Neural Computation.
[19] Shun-ichi Amari,et al. Learning and inference in hierarchical models with singularities , 2003, Systems and Computers in Japan.