Andrzej Cichocki

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 174

Top Venues

CoRR

ICASSP

IEEE Trans. Neural Networks Learn. Syst.

Int. J. Neural Syst.

Publications

Youshen Xia, Qingshan Liu, Jun Wang, Andrzej Cichocki
A Survey of Neurodynamic Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 8 (4) (2024)
Airat Kotliar-Shapirov, Sergei Gostilovich, Anastasia Sozykina, Anh Huy Phan, Andrzej Cichocki
Granger Connectivity Analysis as a Block-Term Tensor Regression for eSport Players. ICASSP (2024)
Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Tohishisa Tanaka, Ivan V. Oseledets
Corrections to "Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD)". IEEE Access 12 (2024)
Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. CoRR (2024)
Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki
A Randomized Algorithm for Tensor Singular Value Decomposition Using an Arbitrary Number of Passes. J. Sci. Comput. 98 (1) (2024)
Wenfei Cao, Xia Chen, Shoucheng Yan, Zeyue Zhou, Andrzej Cichocki
1-Bit Tensor Completion via Max-and-Nuclear-Norm Composite Optimization. IEEE Trans. Signal Process. 72 (2024)
Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
Robust low tubal rank tensor recovery using discrete empirical interpolation method with optimized slice/feature selection. Adv. Comput. Math. 50 (2) (2024)
Shenshen Li, Xing Xu, Xun Jiang, Fumin Shen, Zhe Sun, Andrzej Cichocki
Cross-Modal Attention Preservation with Self-Contrastive Learning for Composed Query-Based Image Retrieval. ACM Trans. Multim. Comput. Commun. Appl. 20 (6) (2024)
Salman Ahmadi-Asl, Anh Huy Phan, Cesar F. Caiafa, Andrzej Cichocki
Robust Low-Tubal-rank tensor recovery Using Discrete Empirical Interpolation Method with Optimized Slice/Feature Selection. CoRR (2023)
Daria Cherniuk, Stanislav Abukhovich, Anh Huy Phan, Ivan V. Oseledets, Andrzej Cichocki, Julia Gusak
Quantization Aware Factorization for Deep Neural Network Compression. CoRR (2023)
Ashish Jha, Dimitrii Ermilov, Konstantin Sobolev, Anh Huy Phan, Salman Ahmadi-Asl, Naveed Ahmed, Imran N. Junejo, Zaher Al Aghbari, Thar Baker, Ahmed Mohamed Khedr, Andrzej Cichocki
Lightweight Attribute Localizing Models for Pedestrian Attribute Recognition. CoRR (2023)
Farnaz Sedighin, Andrzej Cichocki, Hossein Rabbani
Optical Coherence Tomography Image Enhancement via Block Hankelization and Low Rank Tensor Network Approximation. CoRR (2023)
Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Ivan V. Oseledets, Jun Wang
Fast cross tensor approximation for image and video completion. Signal Process. 213 (2023)
Hangjun Che, Jun Wang, Andrzej Cichocki
Bicriteria Sparse Nonnegative Matrix Factorization via Two-Timescale Duplex Neurodynamic Optimization. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Jing Jin, Zhiqiang Wang, Ren Xu, Chang Liu, Xingyu Wang, Andrzej Cichocki
Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
Image reconstruction using superpixel clustering and tensor completion. Signal Process. 212 (2023)
Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Ashish Jha, Anastasia Sozykina, Jun Wang, Ivan V. Oseledets
Fast Adaptive Cross Tubal Tensor Approximation. SSP (2023)
Maame G. Asante-Mensah, Anh Huy Phan, Salman Ahmadi-Asl, Zaher Al Aghbari, Andrzej Cichocki
Image Reconstruction using Superpixel Clustering and Tensor Completion. CoRR (2023)
Salman Ahmadi-Asl, Anh Huy Phan, Andrzej Cichocki, Anastasia Sozykina, Zaher Al Aghbari, Jun Wang, Ivan V. Oseledets
Adaptive Cross Tubal Tensor Approximation. CoRR (2023)
Yong Peng, Honggang Liu, Wanzeng Kong, Feiping Nie, Bao-Liang Lu, Andrzej Cichocki
Joint EEG Feature Transfer and Semisupervised Cross-Subject Emotion Recognition. IEEE Trans. Ind. Informatics 19 (7) (2023)
Kahoko Takahashi, Zhe Sun, Jordi Solé-Casals, Andrzej Cichocki, Anh Huy Phan, Qibin Zhao, Hui-Hai Zhao, Shangkun Deng, Ruggero Micheletto
Data augmentation for Convolutional LSTM based brain computer interface system. Appl. Soft Comput. 122 (2022)
Hangjun Che, Jun Wang, Andrzej Cichocki
Sparse signal reconstruction via collaborative neurodynamic optimization. Neural Networks 154 (2022)
Yong Peng, Feiwei Qin, Wanzeng Kong, Yuan Ge, Feiping Nie, Andrzej Cichocki
GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Zhiqiang Wang, Jing Jin, Ren Xu, Chang Liu, Xingyu Wang, Andrzej Cichocki
Efficient Spatial Filters Enhance SSVEP Target Recognition Based on Task-Related Component Analysis. IEEE Trans. Cogn. Dev. Syst. 14 (3) (2022)
Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. IEEE Trans. Cogn. Dev. Syst. 14 (2) (2022)
Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki
Improving EEG Decoding via Clustering-Based Multitask Feature Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. CoRR (2022)
Yong Peng, Yikai Zhang, Wanzeng Kong, Feiping Nie, Bao-Liang Lu, Andrzej Cichocki
LRR: A Unified Model for Joint Discriminative Subspace Identification and Semisupervised EEG Emotion Recognition. IEEE Trans. Instrum. Meas. 71 (2022)
Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki
Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior. IEEE Trans. Neural Networks Learn. Syst. 33 (3) (2022)
Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li
Multikernel Capsule Network for Schizophrenia Identification. IEEE Trans. Cybern. 52 (6) (2022)
Anh-Huy Phan, Konstantin Sobolev, Dmitry Ermilov, Igor Vorona, Nikolay Kozyrskiy, Petr Tichavský, Andrzej Cichocki
How to Train Unstable Looped Tensor Network. CoRR (2022)
Yong Peng, Wenjuan Wang, Wanzeng Kong, Feiping Nie, Bao-Liang Lu, Andrzej Cichocki
Joint Feature Adaptation and Graph Adaptive Label Propagation for Cross-Subject Emotion Recognition From EEG Signals. IEEE Trans. Affect. Comput. 13 (4) (2022)
Salman Ahmadi-Asl, Maame Gyamfua Asante-Mensah, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Jun Wang
Cross Tensor Approximation for Image and Video Completion. CoRR (2022)
Aurélien Appriou, Léa Pillette, David Trocellier, Dan Dutartre, Andrzej Cichocki, Fabien Lotte
BioPyC, an Open-Source Python Toolbox for Offline Electroencephalographic and Physiological Signals Classification. Sensors 21 (17) (2021)
Jing Jin, Ruocheng Xiao, Ian Daly, Yangyang Miao, Xingyu Wang, Andrzej Cichocki
Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory. IEEE Trans. Neural Networks Learn. Syst. 32 (11) (2021)
Igor Vorona, Anh-Huy Phan, Alexander Panchenko, Andrzej Cichocki
Documents Representation via Generalized Coupled Tensor Chain with the Rotation Group constraint. ACL/IJCNLP (Findings) (2021)
Maame G. Asante-Mensah, Salman Ahmadi-Asl, Andrzej Cichocki
Matrix and tensor completion using tensor ring decomposition with sparse representation. Mach. Learn. Sci. Technol. 2 (3) (2021)
Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Maame G. Asante-Mensah, Mirfarid Musavian Ghazani, Toshihisa Tanaka, Ivan V. Oseledets
Randomized algorithms for fast computation of low rank tensor ring model. Mach. Learn. Sci. Technol. 2 (1) (2021)
Andrzej Cichocki, Alexander P. Kuleshov
Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles. Comput. Intell. Neurosci. 2021 (2021)
Ying Mao, Jing Jin, Ren Xu, Shurui Li, Yangyang Miao, Andrzej Cichocki
The Influence of Visual Attention on The Performance of A Novel Tactile P300 Brain-Computer Interface with Cheeks-Stim Paradigm. Int. J. Neural Syst. 31 (4) (2021)
Zhe Sun, Binghua Li, Feng Duan, Hao Jia, Shan Wang, Yu Liu, Andrzej Cichocki, Cesar F. Caiafa, Jordi Solé-Casals
WLnet: Towards an Approach for Robust Workload Estimation Based on Shallow Neural Networks. IEEE Access 9 (2021)
Ying Mao, Jing Jin, Shurui Li, Yangyang Miao, Andrzej Cichocki
Effects of Skin Friction on Tactile P300 Brain-Computer Interface Performance. Comput. Intell. Neurosci. 2021 (2021)
Jiajia Tang, Kang Li, Xuanyu Jin, Andrzej Cichocki, Qibin Zhao, Wanzeng Kong
CTFN: Hierarchical Learning for Multimodal Sentiment Analysis Using Coupled-Translation Fusion Network. ACL/IJCNLP (1) (2021)
Anh-Huy Phan, Petr Tichavský, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Andrzej Cichocki
Canonical Polyadic Tensor Decomposition With Low-Rank Factor Matrices. ICASSP (2021)
Julia Gusak, Alexandr Katrutsa, Talgat Daulbaev, Andrzej Cichocki, Ivan V. Oseledets
Meta-Solver for Neural Ordinary Differential Equations. CoRR (2021)
Petr Tichavský, Anh-Huy Phan, Andrzej Cichocki
Krylov-Levenberg-Marquardt Algorithm for Structured Tucker Tensor Decompositions. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Yichun Qiu, Guoxu Zhou, Yu Zhang, Andrzej Cichocki
Canonical polyadic decomposition (CPD) of big tensors with low multilinear rank. Multim. Tools Appl. 80 (15) (2021)
Michele Nazareth da Costa, Romis Attux, Andrzej Cichocki, João M. T. Romano
Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data. CoRR (2021)
Yong Peng, Wanzeng Kong, Feiwei Qin, Feiping Nie, Jinglong Fang, Bao-Liang Lu, Andrzej Cichocki
Self-Weighted Semi-Supervised Classification for Joint EEG-Based Emotion Recognition and Affective Activation Patterns Mining. IEEE Trans. Instrum. Meas. 70 (2021)
Farnaz Sedighin, Andrzej Cichocki, Anh-Huy Phan
Adaptive Rank Selection for Tensor Ring Decomposition. IEEE J. Sel. Top. Signal Process. 15 (3) (2021)
Salman Ahmadi-Asl, Cesar F. Caiafa, Andrzej Cichocki, Anh Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets, Jun Wang
Cross Tensor Approximation Methods for Compression and Dimensionality Reduction. IEEE Access 9 (2021)
Hao Sun, Jing Jin, Ren Xu, Andrzej Cichocki
Feature Selection Combining Filter and Wrapper Methods for Motor-Imagery Based Brain-Computer Interfaces. Int. J. Neural Syst. 31 (9) (2021)
Farnaz Sedighin, Andrzej Cichocki
Image Completion in Embedded Space Using Multistage Tensor Ring Decomposition. Frontiers Artif. Intell. 4 (2021)
Jing Jin, Hua Fang, Ian Daly, Ruocheng Xiao, Yangyang Miao, Xingyu Wang, Andrzej Cichocki
Optimization of Model Training Based on Iterative Minimum Covariance Determinant In Motor-Imagery BCI. Int. J. Neural Syst. 31 (7) (2021)
Zihao Huang, Zhe Sun, Feng Duan, Andrzej Cichocki, Peiying Ruan, Chao Li
L3C-Stereo: Lossless Compression for Stereo Images. CoRR (2021)
Alexander Poylisher, Andrzej Cichocki, K. Guo, J. Hunziker, Latha A. Kant, Bhaskar Krishnamachari, Salman Avestimehr, Murali Annavaram
Tactical Jupiter: Dynamic Scheduling of Dispersed Computations in Tactical MANETs. MILCOM (2021)
Salman Ahmadi-Asl, Stanislav Abukhovich, Maame G. Asante-Mensah, Andrzej Cichocki, Anh-Huy Phan, Toshihisa Tanaka, Ivan V. Oseledets
Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD). IEEE Access 9 (2021)
Salman Ahmadi-Asl, Andrzej Cichocki, Anh Huy Phan, Ivan V. Oseledets, Stanislav Abukhovich, Toshihisa Tanaka
Randomized Algorithms for Computation of Tucker decomposition and Higher Order SVD (HOSVD). CoRR (2020)
Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
Interpolation Technique to Speed Up Gradients Propagation in Neural ODEs. NeurIPS (2020)
Yong Peng, Qingxi Li, Wanzeng Kong, Feiwei Qin, Jianhai Zhang, Andrzej Cichocki
A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification. Appl. Soft Comput. 97 (Part) (2020)
Qianqian Liu, Yong Jiao, Yangyang Miao, Cili Zuo, Xingyu Wang, Andrzej Cichocki, Jing Jin
Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA. Neurocomputing 378 (2020)
Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
Stable Low-rank Tensor Decomposition for Compression of Convolutional Neural Network. CoRR (2020)
Anh Huy Phan, Konstantin Sobolev, Konstantin Sozykin, Dmitry Ermilov, Julia Gusak, Petr Tichavský, Valeriy Glukhov, Ivan V. Oseledets, Andrzej Cichocki
Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network. ECCV (29) (2020)
Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period. CoRR (2020)
Yong Peng, Qingxi Li, Wanzeng Kong, Jianhai Zhang, Bao-Liang Lu, Andrzej Cichocki
Joint Semi-Supervised Feature Auto-Weighting and Classification Model for EEG-Based Cross-Subject Sleep Quality Evaluation. ICASSP (2020)
Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. AAAI (2020)
Anh-Huy Phan, Andrzej Cichocki, André Uschmajew, Petr Tichavský, George Luta, Danilo P. Mandic
Tensor Networks for Latent Variable Analysis: Novel Algorithms for Tensor Train Approximation. IEEE Trans. Neural Networks Learn. Syst. 31 (11) (2020)
Evgeny Ponomarev, Ivan V. Oseledets, Andrzej Cichocki
Using Reinforcement Learning in the Algorithmic Trading Problem. CoRR (2020)
Anh-Huy Phan, Masao Yamagishi, Danilo P. Mandic, Andrzej Cichocki
Quadratic programming over ellipsoids with applications to constrained linear regression and tensor decomposition. Neural Comput. Appl. 32 (11) (2020)
Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki
Improving EEG Decoding via Clustering-based Multi-task Feature Learning. CoRR (2020)
Qiquan Shi, Jiaming Yin, Jiajun Cai, Andrzej Cichocki, Tatsuya Yokota, Lei Chen, Mingxuan Yuan, Jia Zeng
Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. CoRR (2020)
Andrzej Cichocki
On Multiple Intelligences and Learning Styles for Artificial Intelligence Systems: Future Research Trends in AI with a Human Face? CoRR (2020)
Anh-Huy Phan, Andrzej Cichocki, Ivan V. Oseledets, Giuseppe Giovanni Calvi, Salman Ahmadi-Asl, Danilo P. Mandic
Tensor Networks for Latent Variable Analysis: Higher Order Canonical Polyadic Decomposition. IEEE Trans. Neural Networks Learn. Syst. 31 (6) (2020)
Talgat Daulbaev, Alexandr Katrutsa, Larisa Markeeva, Julia Gusak, Andrzej Cichocki, Ivan V. Oseledets
Interpolated Adjoint Method for Neural ODEs. CoRR (2020)
Li Zhu, Chongwei Su, Jianhai Zhang, Gaochao Cui, Andrzej Cichocki, Changle Zhou, Junhua Li
EEG-based approach for recognizing human social emotion perception. Adv. Eng. Informatics 46 (2020)
Zongmei Chen, Jing Jin, Ian Daly, Cili Zuo, Xingyu Wang, Andrzej Cichocki
Effects of Visual Attention on Tactile P300 BCI. Comput. Intell. Neurosci. 2020 (2020)
Farnaz Sedighin, Andrzej Cichocki, Tatsuya Yokota, Qiquan Shi
Matrix and Tensor Completion in Multiway Delay Embedded Space Using Tensor Train, With Application to Signal Reconstruction. IEEE Signal Process. Lett. 27 (2020)
Petr Tichavský, Anh Huy Phan, Andrzej Cichocki
Weighted Krylov-Levenberg-Marquardt Method for Canonical Polyadic Tensor Decomposition. ICASSP (2020)
Julia Gusak, Larisa Markeeva, Talgat Daulbaev, Alexandr Katrutsa, Andrzej Cichocki, Ivan V. Oseledets
Towards Understanding Normalization in Neural ODEs. CoRR (2020)
Sidney R. Lehky, Anh Huy Phan, Andrzej Cichocki, Keiji Tanaka
Face Representations via Tensorfaces of Various Complexities. Neural Comput. 32 (2) (2020)
Kim Batselier, Andrzej Cichocki, Ngai Wong
MERACLE: Constructive layer-wise conversion of a Tensor Train into a MERA. CoRR (2019)
Miaoji Guo, Jing Jin, Yong Jiao, Xingyu Wang, Andrzej Cichocki
Investigation of Visual Stimulus With Various Colors and the Layout for the Oddball Paradigm in Evoked Related Potential-Based Brain-Computer Interface. Frontiers Comput. Neurosci. 13 (2019)
Li Zhu, Gaochao Cui, Jianting Cao, Andrzej Cichocki, Jianhai Zhang, Changle Zhou
A Hybrid System for Distinguishing between Brain Death and Coma Using Diverse EEG Features. Sensors 19 (6) (2019)
Wei-Long Zheng, Wei Liu, Yifei Lu, Bao-Liang Lu, Andrzej Cichocki
EmotionMeter: A Multimodal Framework for Recognizing Human Emotions. IEEE Trans. Cybern. 49 (3) (2019)
Qiang Wu, Yu Zhang, Ju Liu, Jiande Sun, Andrzej Cichocki, Feng Gao
Regularized Group Sparse Discriminant Analysis for P300-Based Brain-Computer Interface. Int. J. Neural Syst. 29 (6) (2019)
Danilo P. Mandic, Petar M. Djuric, Andrzej Cichocki, Clive Cheong Took, Saeid Sanei, Lajos Hanzo
Quo Vadis ICASSP: Echoes of 2019 ICASSP in Brighton, United Kingdom: Signal Processing Meets the Needs of Modern Humankind [Conference Highlights]. IEEE Signal Process. Mag. 36 (5) (2019)
Anh-Huy Phan, Petr Tichavský, Andrzej Cichocki
Error Preserving Correction: A Method for CP Decomposition at a Target Error Bound. IEEE Trans. Signal Process. 67 (5) (2019)
Jiankui Feng, Jing Jin, Ian Daly, Jiale Zhou, Yugang Niu, Xingyu Wang, Andrzej Cichocki
An Optimized Channel Selection Method Based on Multifrequency CSP-Rank for Motor Imagery-Based BCI System. Comput. Intell. Neurosci. 2019 (2019)
Qibin Zhao, Masashi Sugiyama, Longhao Yuan, Andrzej Cichocki
Learning Efficient Tensor Representations with Ring-structured Networks. ICASSP (2019)
Zhiwen Zhang, Feng Duan, Jordi Solé-Casals, Josep Dinarès-Ferran, Andrzej Cichocki, Zhenglu Yang, Zhe Sun
A Novel Deep Learning Approach With Data Augmentation to Classify Motor Imagery Signals. IEEE Access 7 (2019)
Yong Peng, Yanfang Long, Feiwei Qin, Wanzeng Kong, Feiping Nie, Andrzej Cichocki
Flexible Non-negative Matrix Factorization with Adaptively Learned Graph Regularization. ICASSP (2019)
Tian Wang, Anastasios Bezerianos, Andrzej Cichocki, Junhua Li
Multi-Kernel Capsule Network for Schizophrenia Identification. CoRR (2019)
Yong Jiao, Yu Zhang, Xun Chen, Erwei Yin, Jing Jin, Xingyu Wang, Andrzej Cichocki
Sparse Group Representation Model for Motor Imagery EEG Classification. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Talgat Daulbaev, Julia Gusak, Evgeny Ponomarev, Andrzej Cichocki, Ivan V. Oseledets
Reduced-Order Modeling of Deep Neural Networks. CoRR (2019)
Jing Jin, Yangyang Miao, Ian Daly, Cili Zuo, Dewen Hu, Andrzej Cichocki
Correlation-based channel selection and regularized feature optimization for MI-based BCI. Neural Networks 118 (2019)
Yong Peng, Rixin Tang, Wanzeng Kong, Jianhai Zhang, Feiping Nie, Andrzej Cichocki
Joint Structured Graph Learning and Clustering Based on Concept Factorization. ICASSP (2019)
Yong Peng, Leijie Zhang, Wanzeng Kong, Feiping Nie, Andrzej Cichocki
Joint Structured Graph Learning and Unsupervised Feature Selection. ICASSP (2019)
Julia Gusak, Maksym Kholyavchenko, Evgeny Ponomarev, Larisa Markeeva, Ivan V. Oseledets, Andrzej Cichocki
One time is not enough: iterative tensor decomposition for neural network compression. CoRR (2019)
Wanzeng Kong, Xianghao Kong, Qiaonan Fan, Qibin Zhao, Andrzej Cichocki
Task-free brainprint recognition based on low-rank and sparse decomposition model. Int. J. Data Min. Bioinform. 22 (3) (2019)
Yu Zhang, Chang S. Nam, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki
Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI. IEEE Trans. Cybern. 49 (9) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Andrzej Cichocki