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1

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives

Cichocki, Andrzej, Lee, Namgil, Oseledets, Ivan, Phan, Anh-Huy, Zhao, Qibin, Sugiyama, Masashi, Mandic, Danilo P.

Journal:

Foundations and Trends® in Machine Learning

Year:

2017

Language:

english

File:

PDF, 3.06 MB

english, 2017

2

Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions

Cichocki, Andrzej, Lee, Namgil, Oseledets, Ivan, Phan, Anh-Huy, Zhao, Qibin, Mandic, Danilo P.

Journal:

Foundations and Trends® in Machine Learning

Year:

2016

Language:

english

File:

PDF, 9.14 MB

english, 2016

3

Fundamental tensor operations for large-scale data analysis using tensor network formats

Lee, Namgil, Cichocki, Andrzej

Journal:

Multidimensional Systems and Signal Processing

Year:

2017

Language:

english

File:

PDF, 2.03 MB

english, 2017

4

EEG paroxysmal gamma waves during Bhramari Pranayama: A yoga breathing technique

François B. Vialatte, Hovagim Bakardjian, Rajkishore Prasad, Andrzej Cichocki

Journal:

Consciousness and Cognition

Year:

2009

Language:

english

File:

PDF, 654 KB

english, 2009

5

Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective

Zhou, Guoxu, Cichocki, Andrzej, Zhao, Qibin, Xie, Shengli

Journal:

IEEE Signal Processing Magazine

Year:

2014

Language:

english

File:

PDF, 1.84 MB

english, 2014

6

EmotionMeter: A Multimodal Framework for Recognizing Human Emotions

Zheng, Wei-Long, Liu, Wei, Lu, Yifei, Lu, Bao-Liang, Cichocki, Andrzej

Journal:

IEEE Transactions on Cybernetics

Year:

2018

Language:

english

File:

PDF, 2.05 MB

english, 2018

7

Stability Analysis of Learning Algorithms for Blind Source Separation

Shun-ichi Amari, Tian-ping Chen, Andrzej Cichocki

Journal:

Neural Networks

Year:

1997

Language:

english

File:

PDF, 226 KB

english, 1997

8

Modified Herault–Jutten Algorithms for Blind Separation of Sources

Andrzej Cichocki, Robert E. Bogner, Leszek Moszczyński, Kenneth Pope

Journal:

Digital Signal Processing

Year:

1997

Language:

english

File:

PDF, 429 KB

english, 1997

9

Note on a continuous counter current ion exchange with two step regeneration for zinc recovery from synthetic fibre plant waste water

L. Pawlowski, Andrzej Cichocki, Tomasz Kuhnke

Journal:

Year:

1976

Language:

english

File:

PDF, 104 KB

english, 1976

10

[IEEE 2010 IEEE Biomedical Circuits and Systems Conference (BioCAS) - Paphos, Cyprus (2010.11.3-2010.11.5)] 2010 Biomedical Circuits and Systems Conference (BioCAS) - Design and evaluation of a capacitively coupled sensor readout circuit, toward contact-less ECG and EEG

Svard, Daniel, Cichocki, Andrzej, Alvandpour, Atila

Year:

2010

Language:

english

File:

PDF, 409 KB

english, 2010

11

Blind decomposition of low-dimensional multi-spectral image by sparse component analysis

Ivica Kopriva, Andrzej Cichocki

Journal:

Journal of Chemometrics

Year:

2009

Language:

english

File:

PDF, 414 KB

english, 2009

12

Analysis of active ladder network by using coates flow graphs and continuants

Andrzej Cichocki, Stanislaw Osowski

Journal:

International Journal for Numerical Methods in Engineering

Year:

1977

Language:

english

File:

PDF, 205 KB

english, 1977

13

On the synchrony of steady state visual evoked potentials and oscillatory burst events

Francois B. Vialatte, Justin Dauwels, Monique Maurice, Yoko Yamaguchi, Andrzej Cichocki

Journal:

Cognitive Neurodynamics

Year:

2009

Language:

english

File:

PDF, 609 KB

english, 2009

14

Optimization of SSVEP brain responses with application to eight-command Brain–Computer Interface

Hovagim Bakardjian, Toshihisa Tanaka, Andrzej Cichocki

Journal:

Neuroscience Letters

Year:

2010

Language:

english

File:

PDF, 369 KB

english, 2010

15

MOS Switched-Capacitor and Continuous-Time Integrated Circuits and Systems ||

Unbehauen, Rolf, Cichocki, Andrzej

Year:

1989

Language:

english

File:

PDF, 54.76 MB

english, 1989

16

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

Cichocki, Andrzej, Mandic, Danilo, De Lathauwer, Lieven, Zhou, Guoxu, Zhao, Qibin, Caiafa, Cesar, PHAN, HUY ANH

Journal:

IEEE Signal Processing Magazine

Year:

2015

Language:

english

File:

PDF, 4.09 MB

english, 2015

17

Two Efficient Algorithms for Approximately Orthogonal Nonnegative Matrix Factorization

Bo Li,, Guoxu Zhou,, Cichocki, Andrzej

Journal:

IEEE Signal Processing Letters

Year:

2015

Language:

english

File:

PDF, 832 KB

english, 2015

18

Nonnegative Matrix and Tensor Factorizations || Multi-Way Array (Tensor) Factorizations and Decompositions

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

Year:

2009

Language:

english

File:

PDF, 56.08 MB

english, 2009

19

Independent variable selection: Application of independent component analysis to forecasting a stock index

Cichocki, Andrzej, Stansell, Stanley R, Leonowicz, Zbigniew, Buck, James

Journal:

Journal of Asset Management

Year:

2005

Language:

english

File:

PDF, 183 KB

english, 2005

20

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

Lotte, Fabien, Bougrain, Laurent, Cichocki, Andrzej, Clerc, Maureen, Congedo, Marco, Rakotomamonjy, Alain, Yger, Florian

Journal:

Journal of Neural Engineering

Year:

2018

Language:

english

File:

PDF, 968 KB

english, 2018

21

[IEEE 2018 International Conference on Cyberworlds (CW) - Singapore, Singapore (2018.10.3-2018.10.5)] 2018 International Conference on Cyberworlds (CW) - Neural Mechanisms of Social Emotion Perception: An EEG Hyper-Scanning Study

Zhu, Li, Lotte, Fabien, Cui, Gaochao, Li, Junhua, Zhou, Changle, Cichocki, Andrzej

Year:

2018

Language:

english

File:

PDF, 9 KB

english, 2018

22

[IEEE ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Brighton, United Kingdom (2019.5.12-2019.5.17)] ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Joint Structured Graph Learning and Clustering Based on Concept Factorization

Peng, Yong, Tang, Rixin, Kong, Wanzeng, Zhang, Jianhai, Nie, Feiping, Cichocki, Andrzej

Year:

2019

Language:

english

File:

PDF, 156 KB

english, 2019

23

Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, with Application to Signal Reconstruction

sedighin, farnaz, Cichocki, Andrzej, Yokota, Tatsuya, Shi, Qiquan

Journal:

IEEE Signal Processing Letters

Year:

2020

File:

PDF, 2.37 MB

2020

24

Modern Machine-Learning Algorithms: For Classifying Cognitive and Affective States From Electroencephalography Signals

Appriou, Aurelien, Cichocki, Andrzej, Lotte, Fabien

Journal:

IEEE Systems, Man, and Cybernetics Magazine

Year:

2020

File:

PDF, 1001 KB

2020

25

Hyper Radial Basis Function Neural Networks for Interference Cancellation with Nonlinear Processing of Reference Signal

Sergiy A. Vorobyov, Andrzej Cichocki

Journal:

Digital Signal Processing

Year:

2001

Language:

english

File:

PDF, 755 KB

english, 2001

26

Non-negative matrix factorization with α-divergence

Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi

Journal:

Pattern Recognition Letters

Year:

2008

Language:

english

File:

PDF, 1.44 MB

english, 2008

27

Hydrothermal synthesis of zeolites in the Na2O-K2O-Al2O3-SiO2-H2O system. Part 1. The effect of the silicon module and of the alkali glass corrosion

Andrzej Cichocki

Journal:

Year:

1991

Language:

english

File:

PDF, 1.84 MB

english, 1991

28

Emotional empathy transition patterns from human brain responses in interactive communication situations

Tomasz M. Rutkowski, Andrzej Cichocki, Danilo P. Mandic, Toyoaki Nishida

Journal:

Year:

2011

Language:

english

File:

PDF, 1.56 MB

english, 2011

29

Equivariant nonstationary source separation

Seungjin Choi, Andrzej Cichocki, Shunichi Amari

Journal:

Neural Networks

Year:

2002

Language:

english

File:

PDF, 279 KB

english, 2002

30

On-line Algorithm for Blind Signal Extraction of Arbitrarily Distributed, but Temporally Correlated Sources Using Second Order Statistics

Andrzej Cichocki, Ruck Thawonmas

Journal:

Neural Processing Letters

Year:

2000

Language:

english

File:

PDF, 136 KB

english, 2000

31

[IEEE MILCOM 2011 - 2011 IEEE Military Communications Conference - Baltimore, MD, USA (2011.11.7-2011.11.10)] 2011 - MILCOM 2011 Military Communications Conference - Advances in content transformation in heterogeneous tactical wireless networks

Ta Chen,, Cichocki, Andrzej, Eswaran, Sharanya, Kaul, Vikram, Yow-Jian Lin,, Samtani, Sunil, Shur, David, Bowcock, Jeff

Year:

2011

Language:

english

File:

PDF, 805 KB

english, 2011

32

[IEEE MILCOM 2010 - 2010 IEEE Military Communications Conference - San Jose, CA, USA (2010.10.31-2010.11.3)] 2010 - MILCOM 2010 MILITARY COMMUNICATIONS CONFERENCE - Distributed fault diagnostics for tactical networks

Cichocki, Andrzej, Mariusz, A. Fecko, Kadambe, Shubha

Year:

2010

Language:

english

File:

PDF, 934 KB

english, 2010

33

Nonnegative matrix factorization with quadratic programming

Rafal Zdunek, Andrzej Cichocki

Journal:

Year:

2008

Language:

english

File:

PDF, 981 KB

english, 2008

34

Robust blind source separation algorithms using cumulants

Sergio Cruces, Luis Castedo, Andrzej Cichocki

Journal:

Year:

2002

Language:

english

File:

PDF, 357 KB

english, 2002

35

[IEEE MILCOM 2009 - 2009 IEEE Military Communications Conference - Boston, MA, USA (2009.10.18-2009.10.21)] MILCOM 2009 - 2009 IEEE Military Communications Conference - Domain Area Planning Utility (DAPU) for planning wireless Battlefield Networks

Fecko, Mariusz A., Unger, John, Samtani, Sunil, Davey, Douglas, Cichocki, Andrzej, Biagini, Bill, Rego, Paul, Stewart, Rick, Staikos, Aristides

Year:

2009

Language:

english

File:

PDF, 16.85 MB

english, 2009

36

[IEEE 2009 IEEE International Symposium on Circuits and Systems - ISCAS 2009 - Taipei, Taiwan (2009.05.24-2009.05.27)] 2009 IEEE International Symposium on Circuits and Systems - Blind source extraction using spatio-temporal inverse filter

Washizawa, Yoshikazu, Yamashita, Yukihiko, Cichocki, Andrzej

Year:

2009

Language:

english

File:

PDF, 600 KB

english, 2009

37

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 7191 || Nonparametric Modelling of ECG: Applications to Denoising and to Single Sensor Fetal ECG Extraction

Theis, Fabian, Cichocki, Andrzej, Yeredor, Arie, Zibulevsky, Michael

Year:

2012

Language:

english

File:

PDF, 261 KB

english, 2012

38

Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation

Li, Yuanqing, Cichocki, Andrzej, Amari, Shun-ichi, Xie, Shengli, Guan, Cuntai

Journal:

IEEE Transactions on Neural Networks

Year:

2008

Language:

english

File:

PDF, 789 KB

english, 2008

39

Nonholonomic Orthogonal Learning Algorithms for Blind Source Separation

Amari, Shun-ichi, Chen, Tian-Ping, Cichocki, Andrzej

Journal:

Neural Computation

Year:

2000

Language:

english

File:

PDF, 1.06 MB

english, 2000

40

Analysis and Online Realization of the CCA Approach for Blind Source Separation

Liu, Wei, Mandic, Danilo P., Cichocki, Andrzej

Journal:

IEEE Transactions on Neural Networks

Year:

2007

Language:

english

File:

PDF, 312 KB

english, 2007

41

Multidimensional compressed sensing and their applications

Caiafa, Cesar F., Cichocki, Andrzej

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2013

Language:

english

File:

PDF, 2.48 MB

english, 2013

42

Low Complexity Damped Gauss--Newton Algorithms for CANDECOMP/PARAFAC

Phan, Anh-Huy, Tichavský, Petr, Cichocki, Andrzej

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2013

Language:

english

File:

PDF, 666 KB

english, 2013

43

Analysis of Sparse Representation and Blind Source Separation

Li, Yuanqing, Cichocki, Andrzej, Amari, Shun-ichi

Journal:

Neural Computation

Year:

2004

Language:

english

File:

PDF, 2.99 MB

english, 2004

44

[Lecture Notes in Computer Science] Latent Variable Analysis and Signal Separation Volume 7191 ||

Theis, Fabian, Cichocki, Andrzej, Yeredor, Arie, Zibulevsky, Michael

Year:

2012

Language:

english

File:

PDF, 12.62 MB

english, 2012

45

[IEEE 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012 - Seoul, Korea (South) (2012.05.20-2012.05.23)] 2012 IEEE International Symposium on Circuits and Systems - Non-linear filter based outer product expansion with reference signal for EEG analysis

Itai, Akitoshi, Funase, Arao, Cichocki, Andrzej, Yasukawa, Hiroshi

Year:

2012

Language:

english

File:

PDF, 1.18 MB

english, 2012

46

Multilinear and nonlinear generalizations of partial least squares: an overview of recent advances

Zhao, Qibin, Zhang, Liqing, Cichocki, Andrzej

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2014

Language:

english

File:

PDF, 642 KB

english, 2014

47

MULTILAYER NONNEGATIVE MATRIX FACTORIZATION USING PROJECTED GRADIENT APPROACHES

CICHOCKI, ANDRZEJ, ZDUNEK, RAFAL

Journal:

International Journal of Neural Systems

Year:

2007

Language:

english

File:

PDF, 768 KB

english, 2007

48

ADAPTIVE NOISE CANCELLATION FOR MULTI-SENSORY SIGNALS

VOROBYOV, SERGIY A., CICHOCKI, ANDRZEJ, BODYANSKIY, YEVGENIY V.

Journal:

Fluctuation and Noise Letters

Year:

2001

Language:

english

File:

PDF, 497 KB

english, 2001

49

Enhanced Motor Imagery Training Using a Hybrid BCI With Feedback

Yu, Tianyou, Xiao, Jun, Wang, Fangyi, Zhang, Rui, Gu, Zhenghui, Cichocki, Andrzej, Li, Yuanqing

Journal:

IEEE Transactions on Biomedical Engineering

Year:

2015

Language:

english

File:

PDF, 4.26 MB

english, 2015

50

Kurtosis-Based Blind Source Extraction of Complex Non-Circular Signals with Application in EEG Artifact Removal in Real-Time

Javidi, Soroush, Mandic, Danilo P., Took, Clive Cheong, Cichocki, Andrzej

Journal:

Frontiers in Neuroscience

Year:

2011

Language:

english

File:

PDF, 1.97 MB

english, 2011

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