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List of works by Kai Keng Ang

A Large Clinical Study on the Ability of Stroke Patients to Use an EEG-Based Motor Imagery Brain-Computer Interface ⬇️

scientific article published on October 1, 2011

A Randomized Controlled Trial of EEG-Based Motor Imagery Brain-Computer Interface Robotic Rehabilitation for Stroke

scientific article

A Unified Fisher's Ratio Learning Method for Spatial Filter Optimization.

scientific article published on 29 August 2016

A clinical evaluation on the spatial patterns of non-invasive motor imagery-based brain-computer interface in stroke

scientific article

A clinical study of motor imagery BCI performance in stroke by including calibration data from passive movement.

scientific article

A new discriminative common spatial pattern method for motor imagery brain-computer interfaces

scientific article published on 14 July 2009

A subject-independent pattern-based Brain-Computer Interface

scientific article

Adaptation of motor imagery EEG classification model based on tensor decomposition.

scientific article

Adaptive tracking of discriminative frequency components in electroencephalograms for a robust brain-computer interface

scientific article published on 11 April 2011

Assessment of the Efficacy of EEG-Based MI-BCI With Visual Feedback and EEG Correlates of Mental Fatigue for Upper-Limb Stroke Rehabilitation

scientific article published on 05 June 2019

BCI Competition IV - Data Set I: Learning Discriminative Patterns for Self-Paced EEG-Based Motor Imagery Detection

scientific article

Brain plasticity following MI-BCI training combined with tDCS in a randomized trial in chronic subcortical stroke subjects: a preliminary study.

scientific article published on 23 August 2017

Brain-computer interface-based robotic end effector system for wrist and hand rehabilitation: results of a three-armed randomized controlled trial for chronic stroke.

scientific article

Comparison of designs towards a subject-independent brain-computer interface based on motor imagery

scientific article published in January 2009

Detection of motor imagery of brisk walking from electroencephalogram.

scientific article published on 17 June 2014

Detection of motor imagery of swallow EEG signals based on the dual-tree complex wavelet transform and adaptive model selection

scientific article published on 19 May 2014

Discriminative Ocular Artifact Correction for Feature Learning in EEG Analysis.

scientific article published on 16 November 2016

Discriminative learning of propagation and spatial pattern for motor imagery EEG analysis

scientific article published on 29 July 2013

Dynamically weighted ensemble classification for non-stationary EEG processing.

scientific article

EEG data space adaptation to reduce intersession nonstationarity in brain-computer interface

scientific article

EEG-Based Strategies to Detect Motor Imagery for Control and Rehabilitation.

scientific article published on 30 December 2016

EEG-based classification of fast and slow hand movements using Wavelet-CSP algorithm

scientific article

ERNN: a biologically inspired feedforward neural network to discriminate emotion from EEG signal.

scientific article published in March 2014

Facilitating effects of transcranial direct current stimulation on motor imagery brain-computer interface with robotic feedback for stroke rehabilitation.

scientific article

Facilitating motor imagery-based brain-computer interface for stroke patients using passive movement

scientific article published on 4 March 2016

Feature consistency-based model adaptation in session-to-session classification: a study using motor imagery of swallow EEG signals.

scientific article published in January 2013

Filter Bank Common Spatial Pattern Algorithm on BCI Competition IV Datasets 2a and 2b

scientific article

Improved MCMAC with momentum, neighborhood, and averaged trapezoidal output

scientific article published in January 2000

Improving session-to-session transfer performance of motor imagery-based BCI using Adaptive Extreme Learning Machine

scientific article published in January 2013

Independent Mobility Achieved through a Wireless Brain-Machine Interface

scientific article

MCMAC-cVT: a novel on-line associative memory based CVT transmission control system.

scientific article published on March 2002

Motor imagery BCI for upper limb stroke rehabilitation: An evaluation of the EEG recordings using coherence analysis.

scientific article published in January 2013

Multi-class EEG classification of voluntary hand movement directions.

scientific article published on 10 September 2013

Multi-class filter bank common spatial pattern for four-class motor imagery BCI.

scientific article

Multiclass voluntary facial expression classification based on Filter Bank Common Spatial Pattern

scientific article

Neural and cortical analysis of swallowing and detection of motor imagery of swallow for dysphagia rehabilitation-A review.

scientific article

Omitting the intra-session calibration in EEG-based brain computer interface used for stroke rehabilitation.

scientific article published in January 2012

On the asynchronously continuous control of mobile robot movement by motor cortical spiking activity.

scientific article published in January 2014

On the use of convolutional neural networks and augmented CSP features for multi-class motor imagery of EEG signals classification

scientific article published in August 2015

Online performance evaluation of motor imagery BCI with augmented-reality virtual hand feedback

scientific article

Online semi-supervised learning with KL distance weighting for motor imagery-based BCI.

scientific article published in January 2012

Optimizing low-frequency common spatial pattern features for multi-class classification of hand movement directions

scientific article

Optimizing spatial filters by minimizing within-class dissimilarities in electroencephalogram-based brain-computer interface.

scientific article published in April 2013

Optimizing the channel selection and classification accuracy in EEG-based BCI.

scientific article published on 22 March 2011

Optimum spatio-spectral filtering network for brain-computer interface

scientific article published in January 2011

POPFNN-CRI(S): pseudo outer product based fuzzy neural network using the compositional rule of inference and singleton fuzzifier.

scientific article published in January 2003

Prefrontal cortical activation during arithmetic processing differentiated by cultures: a preliminary fNIRS study

scientific article published in January 2012

Prognostic and Monitory EEG-Biomarkers for BCI Upper-Limb Stroke Rehabilitation

scientific article published on 24 June 2019

RSPOP: rough set-based pseudo outer-product fuzzy rule identification algorithm

scientific article published in January 2005

Real-Time Privacy Preserving Human Activity Recognition on Mobile using 1DCNN-BiLSTM Deep Learning

scientific article published on 16 June 2023

Reject option to reduce false prediction rates for EEG-motor imagery based BCI.

scientific article published in July 2017

Resting state changes in functional connectivity correlate with movement recovery for BCI and robot-assisted upper-extremity training after stroke

scientific article published on 29 May 2012

Robust filter bank common spatial pattern (RFBCSP) in motor-imagery-based brain-computer interface

scientific article

Selection of effective EEG channels in brain computer interfaces based on inconsistencies of classifiers

scientific article published on August 2014

Single-trial classification of NIRS data from prefrontal cortex during working memory tasks.

scientific article

Stock trading using RSPOP: a novel rough set-based neuro-fuzzy approach.

scientific article published on September 2006

Stop state classification in intracortical brain-machine-interface

scientific article published in July 2017

The predictive role of pre-cue EEG rhythms on MI-based BCI classification performance.

scientific article published on 28 June 2014

Transcranial direct current stimulation and EEG-based motor imagery BCI for upper limb stroke rehabilitation

scientific article published in January 2012

Wavlet phase-locking based binary classification of hand movement directions from EEG

scientific article published on 05 September 2018

Weighted Transfer Learning for Improving Motor Imagery-Based Brain-Computer Interface

scientific article published on 17 June 2019

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