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2. Stable Low-Rank Tensor Decomposition for Compression of Convolutional Neural Network

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

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

22. Spectral Power Estimation for Unevenly Spaced Motor Imagery Data

23. GNMF with Newton-Based Methods

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

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

49. Local Learning Rules for Nonnegative Tucker Decomposition

50. Suitable ICA Algorithm for Extracting Saccade-Related EEG Signals

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