95 results on '"Cichocki, Andrzej"'
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2. Feature learning framework based on EEG graph self-attention networks for motor imagery BCI systems
3. Image reconstruction using superpixel clustering and tensor completion
4. Exploration of electroencephalogram response to MPH treatment in ADHD patients
5. Data augmentation for Convolutional LSTM based brain computer interface system
6. Multi-view optimization of time-frequency common spatial patterns for brain-computer interfaces
7. A joint optimization framework to semi-supervised RVFL and ELM networks for efficient data classification
8. Efficient representations of EEG signals for SSVEP frequency recognition based on deep multiset CCA
9. International Federation of Clinical Neurophysiology (IFCN) – EEG research workgroup: Recommendations on frequency and topographic analysis of resting state EEG rhythms. Part 1: Applications in clinical research studies
10. Non-orthogonal tensor diagonalization
11. Numerical CP decomposition of some difficult tensors
12. Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis
13. Multifactor sparse feature extraction using Convolutive Nonnegative Tucker Decomposition
14. Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification
15. PARAFAC algorithms for large-scale problems
16. Kernel nonnegative matrix factorization for spectral EEG feature extraction
17. Single-class SVM and directed transfer function approach to the localization of the region containing epileptic focus
18. Blind decomposition of infrared spectra using flexible component analysis
19. K-hyperline clustering learning for sparse component analysis
20. Sparse blind identification and separation by using adaptive K-orthodrome clustering
21. Nonnegative matrix factorization with quadratic programming
22. Nonnegative matrix factorization with constrained second-order optimization
23. Multichannel EEG brain activity pattern analysis in time–frequency domain with nonnegative matrix factorization support
24. Blind source estimation of FIR channels for binary sources: a grouping decision approach
25. Adaptive cross tubal tensor approximation.
26. Neural networks for computing best rank-one approximations of tensors and its applications.
27. Comment on “Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition”
28. Non-negative matrix factorization with α-divergence
29. Bayesian estimation of the number of principal components
30. Source localization and synchronization analysis on EEG recorded from professional shooters and novices: A comparison study
31. Noninvasive diagnosis of melanoma with tensor decomposition-based feature extraction from clinical color image.
32. Corrigendum to "Adaptive cross tubal tensor approximation" [Linear Algebra Appl. 695 (2024) 168–190].
33. Generalizing the column–row matrix decomposition to multi-way arrays
34. EEG filtering based on blind source separation (BSS) for early detection of Alzheimer's disease
35. Equivariant nonstationary source separation
36. Sparse signal reconstruction via collaborative neurodynamic optimization.
37. Multimodal fEEG and fNIRS analysis of human emotional responses
38. Information–theoretic approach to blind separation of sources in non-linear mixture
39. Interactive component extraction from fEEG, fNIRS and peripheral biosignals for affective brain–machine interfacing paradigms
40. Optimization of SSVEP brain responses with application to eight-command Brain–Computer Interface
41. A new nonlinear similarity measure for multichannel signals
42. Robust blind source separation algorithms using cumulants
43. Correlation-based channel selection and regularized feature optimization for MI-based BCI.
44. Enhancing neurological functions through bioengineering
45. Towards correlation-based time window selection method for motor imagery BCIs.
46. Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces.
47. Combining behavior and EEG analysis for exploration of dynamic effects of ADHD treatment in animal models.
48. Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition.
49. Improved SFFS method for channel selection in motor imagery based BCI.
50. Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation.
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