Andrzej Cichocki

50.7k total citations · 15 hit papers
769 papers, 31.4k citations indexed

About

Andrzej Cichocki is a scholar working on Signal Processing, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Andrzej Cichocki has authored 769 papers receiving a total of 31.4k indexed citations (citations by other indexed papers that have themselves been cited), including 361 papers in Signal Processing, 273 papers in Cognitive Neuroscience and 159 papers in Artificial Intelligence. Recurrent topics in Andrzej Cichocki's work include Blind Source Separation Techniques (351 papers), EEG and Brain-Computer Interfaces (241 papers) and Neural dynamics and brain function (123 papers). Andrzej Cichocki is often cited by papers focused on Blind Source Separation Techniques (351 papers), EEG and Brain-Computer Interfaces (241 papers) and Neural dynamics and brain function (123 papers). Andrzej Cichocki collaborates with scholars based in Japan, Poland and China. Andrzej Cichocki's co-authors include Шун-ичи Амари, Anh Huy Phan, Rafał Zdunek, Jing Jin, Guoxu Zhou, Qibin Zhao, François Vialatte, Yu Zhang, Howard H. Yang and Justin Dauwels and has published in prestigious journals such as Physical Review Letters, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Andrzej Cichocki

727 papers receiving 30.0k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update

2018 1.3k citations Andrzej Cichocki et al. profile →
A New Learning Algorithm for Blind Signal Separation

1995 1.3k citations Andrzej Cichocki et al. profile →
Adaptive Blind Signal and Image Processing

2002 1.2k citations Andrzej Cichocki et al. profile →
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation

2009 1.0k citations Andrzej Cichocki, Anh Huy Phan et al. profile →
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis

2015 893 citations Andrzej Cichocki, Guoxu Zhou et al. profile →
Adaptive Blind Signal and Image Processing: Learning Algorithms and Applications

2002 863 citations Andrzej Cichocki et al. profile →
Nonnegative Matrix and Tensor Factorizations

2009 833 citations Andrzej Cichocki, Anh Huy Phan et al. profile →
EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

2018 803 citations Bao‐Liang Lu, Andrzej Cichocki et al. IEEE Transactions on Cybernetics profile →
Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives

2009 788 citations Andrzej Cichocki et al. profile →
Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination

2015 403 citations Qibin Zhao, Andrzej Cichocki et al. profile →
Fast Local Algorithms for Large Scale Nonnegative Matrix and Tensor Factorizations

2009 355 citations Andrzej Cichocki, Anh Huy Phan profile →
Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI

2018 280 citations Yu Zhang, Chang S. Nam et al. IEEE Transactions on Cybernetics profile →
Correlation-based channel selection and regularized feature optimization for MI-based BCI

2019 277 citations Jing Jin, Yangyang Miao et al. profile →
Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

2016 265 citations Andrzej Cichocki, Ivan Oseledets et al. profile →
Internal Feature Selection Method of CSP Based on L1-Norm and Dempster–Shafer Theory

2020 216 citations Jing Jin, Ian Daly et al. IEEE Transactions on Neural Networks and Learning Systems profile →

Peers

Countries citing papers authored by Andrzej Cichocki

Since Specialization

Citations

This map shows the geographic impact of Andrzej Cichocki'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 Andrzej Cichocki with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Andrzej Cichocki more than expected).

Fields of papers citing papers by Andrzej Cichocki

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Andrzej Cichocki. 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 Andrzej Cichocki. The network helps show where Andrzej Cichocki may publish in the future.

Co-authorship network of co-authors of Andrzej Cichocki

This figure shows the co-authorship network connecting the top 25 collaborators of Andrzej Cichocki. A scholar is included among the top collaborators of Andrzej Cichocki based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Andrzej Cichocki. Andrzej Cichocki is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition 2025 ·IEEE Intelligent Systems ·(unknown), (unknown), Anh Huy Phan, Константин Соболев, (unknown), Naveed Ahmed, Imran N. Junejo, Zaher Al Aghbari, Thar Baker, Ahmed M. Khedr, Andrzej Cichocki	0
2	Prediction Consistency and Confidence-Based Proxy Domain Construction for Privacy-Preserving in Cross-Subject EEG Classification 2025 ·IEEE Journal of Biomedical and Health Informatics ·Yong Peng, Jiangchuan Liu, (unknown), Natasha Padfield, Junhua Li, Wanzeng Kong, Bao‐Liang Lu, Andrzej Cichocki	0
3	Fine-grained Semantic Disentanglement Network for Multimodal Sarcasm Analysis 2025 ·ACM Transactions on Multimedia Computing Communications and Applications ·Jiajia Tang, (unknown), (unknown), (unknown), Yu Ding, Yong Peng, Andrzej Cichocki, Qibin Zhao, Wanzeng Kong	0
4	Reinforcement Learning Decoding Method of Multi-User EEG Shared Information Based on Mutual Information Mechanism 2025 ·IEEE Journal of Biomedical and Health Informatics ·(unknown), Li Zhu, Wanzeng Kong, (unknown), Jianting Cao, Andrzej Cichocki	1
5	SecNet: A second order neural network for MI-EEG 2024 ·Information Processing & Management ·(unknown), Brendan Z. Allison, Xu Ren, (unknown), Xingyu Wang, Andrzej Cichocki, Jing Jin	2
6	Quantization Aware Factorization for Deep Neural Network Compression 2024 ·Journal of Artificial Intelligence Research ·(unknown), (unknown), Anh Huy Phan, Ivan Oseledets, Andrzej Cichocki, (unknown)	2
7	1151P Biochemical and radiological efficacy of systmic lanreotide therapy of patients with advanced, unresectable, non-metastatic paraganglioma/pheochromocytoma (PPGL) sporadic and hereditary 2024 ·Annals of Oncology ·Agnieszka Kolasińska-Ćwikła, Mariola Pęczkowska, Ilona Michałowska, Jakub Pałucki, Katarzyna Roszkowska‐Purska, Andrzej Cichocki, (unknown), Jarosław B. Ćwikła	0
8	Cross-Stimulus Transfer Learning Framework Using Common Period Repetition Components for Fast Calibration of SSVEP-Based BCIs 2024 ·IEEE Internet of Things Journal ·Jing Jin, (unknown), Ren Xu, (unknown), (unknown), Xingyu Wang, Andrzej Cichocki	1
9	1-Bit Tensor Completion via Max-and-Nuclear-Norm Composite Optimization 2024 ·IEEE Transactions on Signal Processing ·Wenfei Cao, (unknown), (unknown), (unknown), Andrzej Cichocki	1
10	Resisting Noise in Pseudo Labels: Audible Video Event Parsing With Evidential Learning 2024 ·IEEE Transactions on Neural Networks and Learning Systems ·Xun Jiang, Xing Xu, (unknown), Zhe Sun, Andrzej Cichocki, (unknown)	1
11	CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network 2021 ·Jiajia Tang, Kang Li, (unknown), Andrzej Cichocki, Qibin Zhao, Wanzeng Kong	46
12	Attention allocation on mobile app interfaces when human interacts with them 2021 ·Cognitive Neurodynamics ·Li Zhu, (unknown), (unknown), Jianhai Zhang, Wanzeng Kong, Andrzej Cichocki, Junhua Li	4
13	Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining 2021 ·IEEE Transactions on Instrumentation and Measurement ·Yong Peng, Wanzeng Kong, Feiwei Qin, Feiping Nie, (unknown), Bao‐Liang Lu, Andrzej Cichocki	29
14	Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification 2021 ·IEEE Transactions on Neural Systems and Rehabilitation Engineering ·Yangyang Miao, Jing Jin, Ian Daly, Cili Zuo, Xingyu Wang, Andrzej Cichocki, Tzyy‐Ping Jung	90
15	Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection 2021 ·IEEE Transactions on Neural Networks and Learning Systems ·Jing Jin, Zhiqiang Wang, Ren Xu, Chang Liu, Xingyu Wang, Andrzej Cichocki	114
16	A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features 2019 ·Sensors ·Li Zhu, (unknown), Jianting Cao, Andrzej Cichocki, Jianhai Zhang, Changle Zhou	9
17	Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI breakdown → 2018 ·IEEE Transactions on Cybernetics ·Yu Zhang, Chang S. Nam, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki	280
18	Surgical Management of Patients with Neuroendocrine Neoplasms of the Appendix: Appendectomy or More 2017 ·Neuroendocrinology ·Nikhil Pawa, Ashley Kieran Clift, (unknown), Panagiotis Drymousis, Andrzej Cichocki, Rashpal Flora, Robert Goldin, Dimitrios Patsouras, Alan W. Baird, Anna Malczewska, James Kinross, Omar Faiz, Anthony Antoniou, Harpreet Wasan, Gregory Kaltsas, Ara Darzi, Jarosław B. Ćwikła, Andrea Frilling	70
19	Total Variation Regularized Tensor RPCA for Background Subtraction from Compressive Measurements 2016 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu	84
20	Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization 2014 ·IEEE Signal Processing Letters ·Bo Li, Guoxu Zhou, Andrzej Cichocki	32

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.

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