Шун-ичи Амари
Impact in
- Computational Mathematics top 0.05%
- Signal Processing top 0.01%
- Blind Source Separation Techniques
- Speech and Audio Processing
Papers in
-
- Neural Networks and Applications 161
-
- Blind Source Separation Techniques 111
- Speech and Audio Processing 20
- Co-authors
- Andrzej Cichocki (64 shared papers)Howard H. Yang (11 shared papers)Rafał Zdunek (5 shared papers)Hiroshi Nagaoka (2 shared papers)Anh Huy Phan (2 shared papers)Si Wu (4 shared papers)Noboru Murata (14 shared papers)Tianping Chen (7 shared papers)
- Journals
- Neural Computation (48 papers)Neural Networks (21 papers)IEEE Transactions on Information Theory (13 papers)Biological Cybernetics (6 papers)IEEE Transactions on Signal Processing (6 papers)
- Partner nations
- JapanUnited StatesChina
In The Last Decade
Шун-ичи Амари
301 papers receiving 23.1k citations
Шун-ичи Амари's Hit Papers
Peers
Comparison fields: 5 of 213
- Computational Mathematics 908
- Signal Processing 8.5k
- Artificial Intelligence 9.8k
- Cognitive Neuroscience 5.3k
- Statistical and Nonlinear Physics 3.5k
Countries citing papers authored by Шун-ичи Амари
This map shows the geographic impact of Шун-ичи Амари's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Шун-ичи Амари with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Шун-ичи Амари more than expected).
Fields of papers citing papers by Шун-ичи Амари
This network shows the impact of papers produced by Шун-ичи Амари. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Шун-ичи Амари. The network helps show where Шун-ичи Амари may publish in the future.
Co-authors
The 25 scholars most cited alongside Шун-ичи Амари, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 313 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Natural Gradient Works Efficiently in Learning Hit paper breakdown → | 1998 | 1566 |
| 2 | Dynamics of pattern formation in lateral-inhibition type neural fields Hit paper breakdown → | 1977 | 1297 |
| 3 | A New Learning Algorithm for Blind Signal Separation Hit paper breakdown → | 1995 | 1263 |
| 4 | Adaptive Blind Signal and Image Processing Hit paper breakdown → | 2002 | 1213 |
| 5 | Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation Hit paper breakdown → | 2009 | 1040 |
| 6 | Differential-Geometrical Methods in Statistics Hit paper breakdown → | 1985 | 984 |
| 7 | Methods of Information Geometry Hit paper breakdown → | 2007 | 957 |
| 8 | Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications Hit paper breakdown → | 2002 | 863 |
| 9 | Nonnegative Matrix and Tensor Factorizations Hit paper breakdown → | 2009 | 837 |
| 10 | Improving support vector machine classifiers by modifying kernel functions Hit paper breakdown → | 1999 | 671 |
| 11 | Backpropagation and stochastic gradient descent method Hit paper breakdown → | 1993 | 581 |
| 12 | Information Geometry and Its Applications Hit paper breakdown → | 2016 | 535 |
| 13 | 1994 | 472 | |
| 14 | 1967 | 338 | |
| 15 | 1977 | 325 | |
| 16 | 1998 | 322 | |
| 17 | 1972 | 292 | |
| 18 | A Theory of Pattern Recognition | 1968 | 282 |
| 19 | 1988 | 266 | |
| 20 | 1997 | 256 |
About Шун-ичи Амари
Шун-ичи Амари is a scholar working on Artificial Intelligence, Signal Processing, Cognitive Neuroscience, Statistical and Nonlinear Physics and Computer Vision and Pattern Recognition, having authored 313 papers that have together received 24.8k indexed citations. Recurring topics across this work include Neural Networks and Applications (161 papers), Blind Source Separation Techniques (111 papers), Neural dynamics and brain function (58 papers), Statistical Mechanics and Entropy (37 papers), Spectroscopy and Chemometric Analyses (33 papers), Speech and Audio Processing (20 papers), stochastic dynamics and bifurcation (19 papers) and Advanced Statistical Methods and Models (19 papers). The work is most often cited by research in Computational Mathematics (908 citations), Signal Processing (8.5k citations), Artificial Intelligence (9.8k citations), Cognitive Neuroscience (5.3k citations) and Statistical and Nonlinear Physics (3.5k citations). Шун-ичи Амари has collaborated with scholars based in Japan, United States and China. Frequent co-authors include Andrzej Cichocki, Howard H. Yang, Rafał Zdunek, Hiroshi Nagaoka, Anh Huy Phan, Si Wu, Noboru Murata, Tianping Chen, Hiroyuki Nakahara and S. Yoshizawa. Their work appears in journals such as Neural Computation, Neural Networks, IEEE Transactions on Information Theory, Biological Cybernetics and IEEE Transactions on Signal Processing.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.