Keywords: رابط کامپیوتر مغز; Brain computer interface; Motor imagery; Classification; ERD; ERS; ERP;
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Keywords: رابط کامپیوتر مغز; AUC; area under the curve; BCI; brain-computer interface; CAR; common average reference; EEG; electroencephalogram; ENEC; elastic-net ensemble classifier; ERP; event-related potential; GLMNET; general linear models elastic-net regularization; LASSO; lea
Keywords: رابط کامپیوتر مغز; STN; Basal ganglia; Force decoding; Motor imagery; Imagined force; Beta suppression; Gamma oscillations; Neuro-feedback; Brain machine interface; Brain computer interface;
Keywords: رابط کامپیوتر مغز; Brain computer interface; Composite kernels; Common spatial patterns; Recursive feature elimination; Support vector machine; Motor imagery;
Keywords: رابط کامپیوتر مغز; Particle Swarm Optimization; Dimension reduction; Brain computer interface; Subject transfer;
Keywords: رابط کامپیوتر مغز; Brain computer interface; BCI; BCI signals; BCI technology; Hardware; Software; BCI challenges; Future directions;
Keywords: رابط کامپیوتر مغز; Brain Computer Interface; Principle Component Analysis; K-Nearest Neighbor; Wavelet Transform; EEG
Keywords: رابط کامپیوتر مغز; CE; cortical electrophysiological; BMI; brain machine interface; ECoG; electrocorticography; EEG; electroencephalography; HF; high frequency; HG; high-gamma; SG; subgaleal; High-gamma brain machine interface; Brain computer interface; Electrocorticography
Keywords: رابط کامپیوتر مغز; BA; Brodmann's area; BCI; brain computer interface; BOLD; blood oxygenation level dependent; fMRI; functional magnetic resonance imaging; IPL; inferior parietal lobule; PM; premotor cortex; SMA; supplemental motor area; SPL; superior parietal lobule; TM
Keywords: رابط کامپیوتر مغز; Sensorimotor loop; Spinal cord injury; Brain computer interface; Embodiment; Brain plasticity; Chronic pain;
Keywords: رابط کامپیوتر مغز; Motor imagination; Functional electrical stimulation; Rehabilitation; Brain computer interface; Event-related synchronisation/desynchronisation;
Keywords: رابط کامپیوتر مغز; Brain Computer Interface; Motor imagery; Unmanned Aerial Vehicle; Cross-correlation; Logistic regression; Semi-autonomous navigation subsystem
Keywords: رابط کامپیوتر مغز; Near infrared spectroscopy; Brain computer interface; Visual response; Hemodynamic response; Flickering sequence
Keywords: رابط کامپیوتر مغز; Neurorehabilitation; Acquired Brain Injury; Assistance-as-needed; Rehabilitation robotics; Robotic simulation; ABI; Aquired Brain Injury; ADL; Activity of the Daily Life; BCI; Brain Computer Interface; C; Pearson Correlation Coefficient; DH; DenavitHarten
Keywords: رابط کامپیوتر مغز; Brain computer interface; Motor imagery; Local discriminant bases; Common spatial patterns;
Keywords: رابط کامپیوتر مغز; Brain Computer Interface; electroencephalogram; emotion; classification; Valence-Arousal model ;
Keywords: رابط کامپیوتر مغز; Brain computer interface; Motor imagery; Classification; Feature selection
Keywords: رابط کامپیوتر مغز; Lie detection; Event related potential; Brain computer interface; Bootstrapped geometric difference; Nonlinear interdependence; Graph theory
Keywords: رابط کامپیوتر مغز; EEG; Brain computer interface; Motor imagery classification; Event-related potential; Structure constraint; Semi-nonnegative matrix factorization
A contralateral channel guided model for EEG based motor imagery classification
Keywords: رابط کامپیوتر مغز; Brain computer interface; Motor imagery; EOG artifact;
Research PaperRemoving eye blink artefacts from EEG-A single-channel physiology-based method
Keywords: رابط کامپیوتر مغز; Electroencephalography; Artefact removal; Eye blinks; Online processing; Brain computer interface;
Automatic channel selection in EEG signals for classification of left or right hand movement in Brain Computer Interfaces using improved binary gravitation search algorithm
Keywords: رابط کامپیوتر مغز; Brain computer interface; Signal processing; EEG signals; Classification; Channel selection; Feature extraction; Improved binary gravitation search algorithm;
The extraction of motion-onset VEP BCI features based on deep learning and compressed sensing
Keywords: رابط کامپیوتر مغز; Motion-onset VEP; Brain computer interface; Compressed sensing; Deep learning; Multi-modality feature;
A novel hybrid auditory BCI paradigm combining ASSR and P300
Keywords: رابط کامپیوتر مغز; Brain computer interface; Auditory P300; Auditory steady state response; Hybrid system;
Spatio-temporal EEG models for brain interfaces
Keywords: رابط کامپیوتر مغز; Structured covariance matrices; Kronecker product; Brain computer interface; Multichannel electroencephalogram (EEG); Auto-regressive (AR) model; Linear mixture;
Motor imagery EEG signals analysis based on Bayesian network with Gaussian distribution
Keywords: رابط کامپیوتر مغز; Brain computer interface; Motor imagery; Bayesian network; EEG
Optimal Spatio-spectral Variable Size Subbands Filter for Motor Imagery Brain Computer Interface
Keywords: رابط کامپیوتر مغز; motor imagery; common patial patterns; brain computer interface; support vector machine; feature extraction ;
Kernel learning over the manifold of symmetric positive definite matrices for dimensionality reduction in a BCI application
Keywords: رابط کامپیوتر مغز; Brain computer interface; Nonlinear dimensionality reduction; Kernel learning; Riemannian geometry.
An online three-class Transcranial Doppler ultrasound brain computer interface
Keywords: رابط کامپیوتر مغز; Transcranial Doppler ultrasound; Brain computer interface; Spatial task; Motor imagery task; Lateralization; Online;
Chronic intracortical neural recordings using microelectrode arrays coated with PEDOT-TFB
Keywords: رابط کامپیوتر مغز; Neural recording; Brain computer interface; Microelectrode arrays; Conductive polymers; PEDOT; Bio-impedance modeling;
Detection of motor imagery EEG signals employing Naïve Bayes based learning process
Keywords: رابط کامپیوتر مغز; Motor imagery; EEG; Optimum allocation; Naïve Bayes; Brain computer interface
Projective dictionary pair learning for EEG signal classification in brain computer interface applications
Keywords: رابط کامپیوتر مغز; Brain computer interface; Electroencephalogram; Dictionary pair learning; Sparse representation classification;
Brain-Machine Interface (BMI) in paralysis
Keywords: رابط کامپیوتر مغز; Brain machine interface; BMI; Brain computer interface; BCI; Stroke; Amyotrophic lateral sclerosis; ALS
An efficient word typing P300-BCI system using a modified T9 interface and random forest classifier
Keywords: رابط کامپیوتر مغز; Brain computer interface; BCI; EEG; P300 speller; Word typing paradigm; Dictionary; Random forest; Human-computer interaction;
Motor imagery classification via combinatory decomposition of ERP and ERSP using sparse nonnegative matrix factorization
Keywords: رابط کامپیوتر مغز; Motor imagery; Classification; Event related potential; Nonnegative matrix factorization; Brain computer interface;
Feature learning from incomplete EEG with denoising autoencoder
Keywords: رابط کامپیوتر مغز; Brain computer interface; Spectral power estimation; Denoising autoencoder; Motor imagery; Incomplete EEG;
High performance EEG signal classification using classifiability and the Twin SVM
Keywords: رابط کامپیوتر مغز; Brain Computer Interface; Motor imagery; Classifiability; Common Spatial Patterns; Frequency band selection; LIBSVM
Mobile EEG and its potential to promote the theory and application of imagery-based motor rehabilitation
Keywords: رابط کامپیوتر مغز; Mobile EEG; Wireless EEG; MI; Motor imagery; Neurofeedback; Neurological rehabilitation; BCI; Brain computer interface
Computational NeuroscienceDecision tree structure based classification of EEG signals recorded during two dimensional cursor movement imagery
Keywords: رابط کامپیوتر مغز; EEG; Brain computer interface; Feature extraction; Classification; Computer cursor movement imagery;
A P300-based brain computer interface system for words typing
Keywords: رابط کامپیوتر مغز; Brain computer interface; BCI; P300 speller; Word typing paradigm; Dictionary search; Human computer interaction
NIRS in clinical neurology - a 'promising' tool?
Keywords: رابط کامپیوتر مغز; ABP; arterial blood pressure; AD; Alzheimer's disease; ALS; amyotrophic lateral sclerosis; BCI; brain computer interface; CSD; cortical spreading depression; CSF; cerebrospinal fluid; CT; computed tomography; CVT; cerebral venous thrombosis; DBS; deep bra
Determination of ECoG information flow activity based on Granger causality and Hilbert transformation
Keywords: رابط کامپیوتر مغز; Brain computer interface; ECoG; Granger causality; Multi-dimensional Hilbert transformation;
Electroencephalogram based communication system for locked in state person using mentally spelled tasks with optimized network model
Keywords: رابط کامپیوتر مغز; Locked in state; Continuous Wavelet Transform; Spinal Cord Injury; Information Transfer Rate; Brain Computer Interface; Whale Optimization Algorithm; Electroencephalogram;
Whether generic model works for rapid ERP-based BCI calibration
Keywords: رابط کامپیوتر مغز; Brain computer interface; P300; Online training; Generic model
Neural Adaptation to Responsive Stimulation: A Comparison of Auditory and Deep Brain Stimulation in a Rat Model of Absence Epilepsy
Keywords: رابط کامپیوتر مغز; Deep brain stimulation; Epilepsy; GAERS model; Brain computer interface; Auditory stimulation
Face stimuli effectively prevent brain–computer interface inefficiency in patients with neurodegenerative disease
Keywords: رابط کامپیوتر مغز; Brain computer interface; Event related potentials; Neurodegenerative disease; Communication; BCI inefficiency; P300-speller; Online classification accuracy; Bit rate
BCI using imaginary movements: The simulator
Keywords: رابط کامپیوتر مغز; Brain Computer Interface; Communication rate; Hex-O-Spell interface; Parameter optimization; Sensory motor rhythms; Simulation
Greedy solutions for the construction of sparse spatial and spatio-spectral filters in brain computer interface applications
Keywords: رابط کامپیوتر مغز; Brain computer interface; Common spatial pattern; Sparse; Greedy search
A general framework to estimate spatial and spatio-spectral filters for EEG signal classification
Keywords: رابط کامپیوتر مغز; Brain computer interface; Common spatial patterns; EEG classification; Spatio-spectral filters; Movement-related brain sources
PSO-based dimension reduction of EEG recordings: Implications for subject transfer in BCI
Keywords: رابط کامپیوتر مغز; Particle swarm optimization; Electroencephalogram; Brain computer interface; Subject transfer; Dimension reduction