185 results on '"Cichocki, Andrzej"'
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2. Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network
3. Tensor Networks for Dimensionality Reduction, Big Data and Deep Learning
4. A Graph Theory Analysis on Distinguishing EEG-Based Brain Death and Coma
5. Blind Source Separation of Single Channel Mixture Using Tensorization and Tensor Diagonalization
6. Dynamic MEMD Associated with Approximate Entropy in Patients’ Consciousness Evaluation
7. Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering
8. Motor Priming as a Brain-Computer Interface
9. Image Classification with Nonnegative Matrix Factorization Based on Spectral Projected Gradient
10. Brain–Robot Interfaces Using Spatial Tactile BCI Paradigms : - Symbiotic Brain–Robot Applications -
11. Rank Splitting for CANDECOMP/PARAFAC
12. Multi-domain Feature of Event-Related Potential Extracted by Nonnegative Tensor Factorization: 5 vs. 14 Electrodes EEG Data
13. On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach
14. On Connection between the Convolutive and Ordinary Nonnegative Matrix Factorizations
15. Linked Tucker2 Decomposition for Flexible Multi-block Data Analysis
16. Deep Learning of Multifractal Attributes from Motor Imagery Induced EEG
17. Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient
18. Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition
19. B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization
20. From Auditory and Visual to Immersive Neurofeedback: Application to Diagnosis of Alzheimer’s Disease
21. An Affective BCI Using Multiple ERP Components Associated to Facial Emotion Processing
22. Spectral Power Estimation for Unevenly Spaced Motor Imagery Data
23. GNMF with Newton-Based Methods
24. Real-Time Wireless Sonification of Brain Signals
25. Inferring Brain Networks through Graphical Models with Hidden Variables
26. Feature Extraction by Nonnegative Tucker Decomposition from EEG Data Including Testing and Training Observations
27. Linked PARAFAC/CP Tensor Decomposition and Its Fast Implementation for Multi-block Tensor Analysis
28. A Two Stage Algorithm for K-Mode Convolutive Nonnegative Tucker Decomposition
29. Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements
30. A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli
31. Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs
32. Modeling Transient Oscillations in the EEG of Patients with Mild Cognitive Impairment
33. On the Early Diagnosis of Alzheimer’s Disease from EEG Signals: A Mini-Review
34. Analysis of EEG Time Series Recorded from Alzheimer Patients Based on Their Spectral Content
35. High Resolution Common Spatial Frequency Filters for Classifying Multi-class EEG
36. Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals
37. Towards Affective BCI/BMI Paradigms – Analysis of fEEG and fNIRS Brain Responses to Emotional Speech and Facial Videos
38. Imagery Movement Paradigm User Adaptation Improvement with Quasi-movements Phenomenon
39. Robust Channel Identification Using FOCUSS Method
40. Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations
41. Tensor Based Simultaneous Feature Extraction and Sample Weighting for EEG Classification
42. A Tongue-Machine Interface: Detection of Tongue Positions by Glossokinetic Potentials
43. Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis
44. Classifying Healthy Children and Children with Attention Deficit through Features Derived from Sparse and Nonnegative Tensor Factorization Using Event-Related Potential
45. Nonlinear Band Expansion and 3D Nonnegative Tensor Factorization for Blind Decomposition of Magnetic Resonance Image of the Brain
46. Extract Mismatch Negativity and P3a through Two-Dimensional Nonnegative Decomposition on Time-Frequency Represented Event-Related Potentials
47. Sequential Coordinate-Wise DNMF for Face Recognition
48. EEG Classification of Mild and Severe Alzheimer's Disease Using Parallel Factor Analysis Method : PARAFAC Decomposition of Spectral-Spatial Characteristics of EEG Time Series
49. Local Learning Rules for Nonnegative Tucker Decomposition
50. Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals
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