Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification
Published 2017 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification
Authors
Keywords
-
Journal
International Journal of Neural Systems
Volume 27, Issue 02, Pages 1650032
Publisher
World Scientific Pub Co Pte Lt
Online
2016-04-12
DOI
10.1142/s0129065716500325
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Multi-dimensional visualization of large-scale marine hydrological environmental data
- (2016) Tianyun Su et al. ADVANCES IN ENGINEERING SOFTWARE
- Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI
- (2016) Haiqiang Wang et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation
- (2016) Yu Zhang et al. NEUROCOMPUTING
- Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data
- (2016) Guoxu Zhou et al. PROCEEDINGS OF THE IEEE
- A Novel EOG/EEG Hybrid Human–Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control
- (2015) Jiaxin Ma et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Probabilistic Common Spatial Patterns for Multichannel EEG Analysis
- (2015) Wei Wu et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- An adaptive neural network approach for operator functional state prediction using psychophysiological data
- (2015) Raofen Wang et al. INTEGRATED COMPUTER-AIDED ENGINEERING
- STRAPS: A Fully Data-Driven Spatio-Temporally Regularized Algorithm for M/EEG Patch Source Imaging
- (2015) Ke Liu et al. International Journal of Neural Systems
- A P300 Brain–Computer Interface Based on a Modification of the Mismatch Negativity Paradigm
- (2015) Jing Jin et al. International Journal of Neural Systems
- An Idle-State Detection Algorithm for SSVEP-Based Brain–Computer Interfaces Using a Maximum Evoked Response Spatial Filter
- (2015) Dan Zhang et al. International Journal of Neural Systems
- Uncorrelated Multiway Discriminant Analysis for Motor Imagery EEG Classification
- (2015) Ye Liu et al. International Journal of Neural Systems
- SSVEP recognition using common feature analysis in brain–computer interface
- (2015) Yu Zhang et al. JOURNAL OF NEUROSCIENCE METHODS
- Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface
- (2015) Yu Zhang et al. JOURNAL OF NEUROSCIENCE METHODS
- Wavelet methodology to improve single unit isolation in primary motor cortex cells
- (2015) Alexis Ortiz-Rosario et al. JOURNAL OF NEUROSCIENCE METHODS
- Regularization Paths for Generalized Linear Models via Coordinate Descent
- (2015) Jerome Friedman et al. Journal of Statistical Software
- Complexity of functional connectivity networks in mild cognitive impairment subjects during a working memory task
- (2014) Mehran Ahmadlou et al. CLINICAL NEUROPHYSIOLOGY
- AN ERP-BASED BCI USING AN ODDBALL PARADIGM WITH DIFFERENT FACES AND REDUCED ERRORS IN CRITICAL FUNCTIONS
- (2014) JING JIN et al. International Journal of Neural Systems
- Combined corticospinal and reticulospinal effects on upper limb muscles
- (2014) Alexis Ortiz-Rosario et al. NEUROSCIENCE LETTERS
- Brain–Computer Interface after Nervous System Injury
- (2014) Alexis Burns et al. NEUROSCIENTIST
- L1-Regularized Multiway Canonical Correlation Analysis for SSVEP-Based BCI
- (2013) Yu Zhang et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Spatial-Temporal Discriminant Analysis for ERP-Based Brain-Computer Interface
- (2013) Yu Zhang et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- SINGLE-TRIAL MOTOR IMAGERY CLASSIFICATION USING ASYMMETRY RATIO, PHASE RELATION, WAVELET-BASED FRACTAL, AND THEIR SELECTED COMBINATION
- (2013) WEI-YEN HSU International Journal of Neural Systems
- MULTI-DOMAIN FEATURE EXTRACTION FOR SMALL EVENT-RELATED POTENTIALS THROUGH NONNEGATIVE MULTI-WAY ARRAY DECOMPOSITION FROM LOW DENSE ARRAY EEG
- (2013) FENGYU CONG et al. International Journal of Neural Systems
- DESIGN OF ASSISTIVE WHEELCHAIR SYSTEM DIRECTLY STEERED BY HUMAN THOUGHTS
- (2013) JUNHUA LI et al. International Journal of Neural Systems
- AGGREGATION OF SPARSE LINEAR DISCRIMINANT ANALYSES FOR EVENT-RELATED POTENTIAL CLASSIFICATION IN BRAIN-COMPUTER INTERFACE
- (2013) YU ZHANG et al. International Journal of Neural Systems
- FREQUENCY RECOGNITION IN SSVEP-BASED BCI USING MULTISET CANONICAL CORRELATION ANALYSIS
- (2013) YU ZHANG et al. International Journal of Neural Systems
- Bayesian estimation of ERP components from multicondition and multichannel EEG
- (2013) Wei Wu et al. NEUROIMAGE
- EEG/MEG- and imaging-based diagnosis of Alzheimer’s disease
- (2013) Sarah Hulbert et al. REVIEWS IN THE NEUROSCIENCES
- Brain-computer interface technologies: from signal to action
- (2013) Alexis Ortiz-Rosario et al. REVIEWS IN THE NEUROSCIENCES
- Wavelet-Synchronization Methodology: A New Approach for EEG-Based Diagnosis of ADHD
- (2012) Mehran Ahmadlou et al. CLINICAL EEG AND NEUROSCIENCE
- Fuzzy Synchronization Likelihood with Application to Attention-Deficit/Hyperactivity Disorder
- (2012) Mehran Ahmadlou et al. CLINICAL EEG AND NEUROSCIENCE
- Graph Theoretical Analysis of Organization of Functional Brain Networks in ADHD
- (2012) Mehran Ahmadlou et al. CLINICAL EEG AND NEUROSCIENCE
- Simultaneous Design of FIR Filter Banks and Spatial Patterns for EEG Signal Classification
- (2012) H. Higashi et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- BENEFITS OF MULTI-DOMAIN FEATURE OF MISMATCH NEGATIVITY EXTRACTED BY NON-NEGATIVE TENSOR FACTORIZATION FROM EEG COLLECTED BY LOW-DENSITY ARRAY
- (2012) FENGYU CONG et al. International Journal of Neural Systems
- Fractality analysis of frontal brain in major depressive disorder
- (2012) Mehran Ahmadlou et al. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY
- A novel BCI based on ERP components sensitive to configural processing of human faces
- (2012) Yu Zhang et al. Journal of Neural Engineering
- Fuzzy Synchronization Likelihood-wavelet methodology for diagnosis of autism spectrum disorder
- (2012) Mehran Ahmadlou et al. JOURNAL OF NEUROSCIENCE METHODS
- LASSO based stimulus frequency recognition model for SSVEP BCIs
- (2011) Yu Zhang et al. Biomedical Signal Processing and Control
- Sparse Signal Recovery With Temporally Correlated Source Vectors Using Sparse Bayesian Learning
- (2011) Zhilin Zhang et al. IEEE Journal of Selected Topics in Signal Processing
- Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI
- (2011) Mahnaz Arvaneh et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- CONTINUOUS EEG SIGNAL ANALYSIS FOR ASYNCHRONOUS BCI APPLICATION
- (2011) WEI-YEN HSU International Journal of Neural Systems
- Probabilistic neural networks for diagnosis of Alzheimer's disease using conventional and wavelet coherence
- (2011) Ziad Sankari et al. JOURNAL OF NEUROSCIENCE METHODS
- A hierarchical Bayesian approach for learning sparse spatio-temporal decompositions of multichannel EEG
- (2011) Wei Wu et al. NEUROIMAGE
- Functional community analysis of brain: A new approach for EEG-based investigation of the brain pathology
- (2011) Mehran Ahmadlou et al. NEUROIMAGE
- Visibility graph similarity: A new measure of generalized synchronization in coupled dynamic systems
- (2011) Mehran Ahmadlou et al. PHYSICA D-NONLINEAR PHENOMENA
- Fractality and a Wavelet-chaos-Methodology for EEG-based Diagnosis of Alzheimer Disease
- (2010) Mehran Ahmadlou et al. ALZHEIMER DISEASE & ASSOCIATED DISORDERS
- Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting
- (2010) Haiping Lu et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms
- (2010) Fabien Lotte et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- SINGLE-TRIAL BASED INDEPENDENT COMPONENT ANALYSIS ON MISMATCH NEGATIVITY IN CHILDREN
- (2010) FENGYU CONG et al. International Journal of Neural Systems
- Fractality and a Wavelet-Chaos-Neural Network Methodology for EEG-Based Diagnosis of Autistic Spectrum Disorder
- (2010) Mehran Ahmadlou et al. JOURNAL OF CLINICAL NEUROPHYSIOLOGY
- New diagnostic EEG markers of the Alzheimer’s disease using visibility graph
- (2010) Mehran Ahmadlou et al. JOURNAL OF NEURAL TRANSMISSION
- Single-trial analysis and classification of ERP components — A tutorial
- (2010) Benjamin Blankertz et al. NEUROIMAGE
- A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain–Computer Interfaces
- (2009) K.P. Thomas et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Bayesian Compressive Sensing Using Laplace Priors
- (2009) S.D. Babacan et al. IEEE TRANSACTIONS ON IMAGE PROCESSING
- A spatio-temporal wavelet-chaos methodology for EEG-based diagnosis of Alzheimer's disease
- (2008) Hojjat Adeli et al. NEUROSCIENCE LETTERS
- A self-training semi-supervised SVM algorithm and its application in an EEG-based brain computer interface speller system
- (2008) Yuanqing Li et al. PATTERN RECOGNITION LETTERS
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started