2026 Andrzej Cichocki: Computer Science Researcher – H-Index, Publications & Awards

D-Index & Metrics

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Computer Science	122	138	133	1	1	980	65360
Electronics and Electrical Engineering	104	148	143	1	1	757	50120

Discipline name

D-Index

World Ranking

Current World Ranking

National Ranking

Current National Ranking

Publications

Citations

Computer Science

122

138

133

980

65360

Electronics and Electrical Engineering

104

148

143

757

50120

Computer Science

D-Index

122

Citations

65360

World Ranking

138

National Ranking

Electronics and Electrical Engineering

D-Index

104

Citations

50120

World Ranking

148

National Ranking

Research.com Recognitions

2026 - Research.com Computer Science in Poland Leader Award
2026 - Research.com Electronics and Electrical Engineering in Poland Leader Award
2025 - Research.com Computer Science in Poland Leader Award
2025 - Research.com Electronics and Electrical Engineering in Poland Leader Award
2022 - Research.com Computer Science in Poland Leader Award

Overview

Andrzej Cichocki is affiliated with the Systems Research Institute in Poland. Their research spans multiple disciplines, primarily focused on Neuroscience and Computer Science, with a significant body of work addressing topics in Cognitive Neuroscience, Computer Vision and Pattern Recognition, Computational Mathematics, Signal Processing, and Electrical and Electronic Engineering.

The main topics covered in Andrzej Cichocki's research portfolio include:

EEG and Brain-Computer Interfaces
Tensor decomposition and applications
Blind Source Separation Techniques
Advanced Memory and Neural Computing
Gaze Tracking and Assistive Technology
Neuroscience and Neural Engineering
Neural dynamics and brain function

They have contributed extensively to peer-reviewed journals and conferences, with frequent publications in venues such as:

arXiv (Cornell University) - 22 publications
IEEE Transactions on Neural Systems and Rehabilitation Engineering - 10 publications
Journal of Neural Engineering - 8 publications
Journal of Neuroscience Methods - 7 publications
IEEE Transactions on Neural Networks and Learning Systems - 6 publications

Among recent published papers featuring topics related to neural interfaces and signal processing are:

"Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory," 2020, published in IEEE Transactions on Neural Networks and Learning Systems
"International Mathematical Forum," 2021, published in International Mathematical Forum
"Measures of resting state EEG rhythms for clinical trials in Alzheimer's disease: Recommendations of an expert panel," 2021, published in Alzheimer's & Dementia
"Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection," 2021, published in IEEE Transactions on Neural Networks and Learning Systems
"Prognosis for patients with cognitive motor dissociation identified by brain-computer interface," 2020, published in Brain

Andrzej Cichocki has collaborated extensively with coauthors including Jing Jin, Anh Huy Phan, Ren Xu, Ian Daly, and Salman Ahmadi-Asl, indicating strong research partnerships primarily in neural engineering and computational methods.

Best Publications

Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications

Andrzej Cichocki;Shun-ichi Amari

3536
Citations
A New Learning Algorithm for Blind Signal Separation

Shun-ichi Amari;Andrzej Cichocki;Howard Hua Yang

3111
Citations
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

Andrzej Cichocki;Rafal Zdunek;Anh Huy Phan;Shun-ichi Amari

2594
Citations
A Review of Classification Algorithms for EEG-based Brain-Computer Interfaces: A 10-year Update

Fabien Lotte;Laurent Bougrain;Andrzej Cichocki;Andrzej Cichocki;Maureen Clerc

2045
Citations
Adaptive blind signal and image processing

Andrzej Cichocki;Shun-ichi Amari

1823
Citations
Nonnegative Matrix and Tensor Factorizations

Andrzej Cichocki;Rafal Zdunek;Anh Huy Phan;Shun-Ichi Amari

1796
Citations
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

Andrzej Cichocki;Danilo Mandic;Lieven De Lathauwer;Guoxu Zhou

1558
Citations
Steady-state visually evoked potentials: focus on essential paradigms and future perspectives.

François-Benoît Vialatte;Monique Maurice;Justin Dauwels;Andrzej Cichocki

1238
Citations
EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

Wei-Long Zheng;Wei Liu;Yifei Lu;Bao-Liang Lu

1035
Citations
InfoSleuth: agent-based semantic integration of information in open and dynamic environments

R. J. Bayardo;W. Bohrer;R. Brice;A. Cichocki

796
Citations
Adaptive blind signal processing-neural network approaches

S. Amari;A. Cichocki

748
Citations
Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

Andrzej Cichocki;Anh Huy Phan

672
Citations
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination

Qibin Zhao;Liqing Zhang;Andrzej Cichocki

614
Citations
Diagnosis of Alzheimer's disease from EEG signals: where are we standing?

Justin Dauwels;Francois Vialatte;Andrzej Cichocki

593
Citations
Flexible Independent Component Analysis

Seungjin Choi;Andrzej Cichocki;Shun-Ichi Amari

574
Citations
Families of Alpha- Beta- and Gamma- Divergences: Flexible and Robust Measures of Similarities

Andrzej Cichocki;Shun-ichi Amari

562
Citations
Tensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis

A. Cichocki;D. Mandic;A-H. Phan;C. Caiafa

559
Citations
Stability analysis of learning algorithms for blind source separation

Shun-Ichi Amari;Tian-Ping Chen;Andrzej Cichocki

491
Citations
Multichannel blind deconvolution and equalization using the natural gradient

S. Amari;S.C. Douglas;A. Cichocki;H.H. Yang

489
Citations
Underdetermined blind source separation based on sparse representation

Yuanqing Li;S. Amari;A. Cichocki;D.W.C. Ho

488
Citations