Noboru Murata

Network information criterion-determining the number of hidden units for an artificial neural network model

Noboru Murata, S. Yoshizawa · IEEE Transactions on Neural Networks · 1994 · 650 citations

Computing, Computer Science, Artificial Intelligence +14

An approach to blind source separation based on temporal structure of speech signals

Noboru Murata, Shiro Ikeda, Andreas Ziehe · Neurocomputing · 2001 · 572 citations

Health Professions, Speech-language Pathology, Acoustics +14

Asymptotic statistical theory of overtraining and cross-validation

Noboru Murata, K. Müller, Michael Finke et al. · IEEE Transactions on Neural Networks · 1997 · 359 citations

Computing, Data Science, Machine Learning +16

Information Geometry of U-Boost and Bregman Divergence

Noboru Murata, Takashi Takenouchi, Takafumi Kanamori et al. · Neural Computation · 2004 · 182 citations · Full text

Computing, Computer Science, Algorithms +13

Statistical Theory of Learning Curves under Entropic Loss Criterion

Noboru Murata · Neural Computation · 1993 · 137 citations

Computing, Computer Science, Machine Learning +14