Concepedia

S. Amari

SA

20

Publications

1.1K

Citations

15

H-Index

1996

Active since

Affiliations

RIKEN Center for Brain Science(Current)

Southern Methodist University

University of Utah

Kyoto University

S. Amari is an author at RIKEN Center for Brain Science specializing in engineering, signal processing, and data science.

Top concepts

EngineeringSignal ProcessingData SciencePattern RecognitionInverse ProblemsMachine LearningStatisticsSocial SciencesComputer ScienceNeuroscience

Publications per year

1996–2017

20

Publications

20

Unified framework for information integration based on information geometry

Masafumi Oizumi, Naotsugu Tsuchiya, S. Amari · Proceedings of the National Academy of Sciences · 2016 · 160 citations · Full text

Why natural gradient?

S. Amari, S.C. Douglas · 2002 · 156 citations

Model Optimization, Machine Vision, Machine Learning +13

A self-stabilized minor subspace rule

S.C. Douglas, Shuyu Kong, S. Amari · IEEE Signal Processing Letters · 1998 · 117 citations

Mathematical Programming, Low-rank Approximation, Subspace Vectors +13

From Blind Signal Extraction to Blind Instantaneous Signal Separation: Criteria, Algorithms, and Stability

Sergio Cruces, Andrzej Cichocki, S. Amari · IEEE Transactions on Neural Networks · 2004 · 111 citations

Source Separation, Engineering, Machine Learning +22

Discovering biomarkers from gene expression data for predicting cancer subgroups using neural networks and relational fuzzy clustering

Nikhil R. Pal, Kripamoy Aguan, Animesh Sharma et al. · BMC Bioinformatics · 2007 · 79 citations · Full text

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