Relevant Feature Selection from a Combination of Spectral-Temporal and Spatial Features for Classification of Motor Imagery EEG

The backtracking search optimization algorithm for frequency band and time segment selection in motor imagery-based brain–computer interfaces

(2016) Zhonghai Wei et al.   Journal of Integrative Neuroscience

EEG oscillatory patterns and classification of sequential compound limb motor imagery

(2016) Weibo Yi et al.   Journal of NeuroEngineering and Rehabilitation

Detecting number processing and mental calculation in patients with disorders of consciousness using a hybrid brain-computer interface system

(2015) Yuanqing Li et al.   BMC Neurology

Subject transfer BCI based on Composite Local Temporal Correlation Common Spatial Pattern

(2015) Sepideh Hatamikia et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Simultaneously Optimizing Spatial Spectral Features Based on Mutual Information for EEG Classification

(2015) Jianjun Meng et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Optimizing spatial patterns with sparse filter bands for motor-imagery based brain–computer interface

(2015) Yu Zhang et al.   JOURNAL OF NEUROSCIENCE METHODS

Assessment of movement quality in robot- assisted upper limb rehabilitation after stroke: a review

(2014) Nurdiana Nordin et al.   Journal of NeuroEngineering and Rehabilitation

EEG feature comparison and classification of simple and compound limb motor imagery

(2013) Weibo Yi et al.   Journal of NeuroEngineering and Rehabilitation

Non-homogeneous spatial filter optimization for ElectroEncephaloGram (EEG)-based motor imagery classification

(2013) Tae-Eui Kam et al.   NEUROCOMPUTING

A general framework to estimate spatial and spatio-spectral filters for EEG signal classification

(2013) Davood Fattahi et al.   NEUROCOMPUTING

The correlation between motor impairments and event-related desynchronization during motor imagery in ALS patients

(2012) Takashi Kasahara et al.   BMC NEUROSCIENCE

Stationary common spatial patterns for brain–computer interfacing

(2012) Wojciech Samek et al.   Journal of Neural Engineering

Brain Computer Interfaces, a Review

(2012) Luis Fernando Nicolas-Alonso et al.   SENSORS

Brain-computer interfaces for communication and control

(2011) Dennis J. McFarland et al.   COMMUNICATIONS OF THE ACM

A frequency-weighted method combined with Common Spatial Patterns for electroencephalogram classification in brain–computer interface

(2010) Guangquan Liu et al.   Biomedical Signal Processing and Control

Regularized Common Spatial Pattern With Aggregation for EEG Classification in Small-Sample Setting

(2010) Haiping Lu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Causal influence of gamma oscillations on the sensorimotor rhythm

(2010) Moritz Grosse-Wentrup et al.   NEUROIMAGE