Cuntai Guan

Research.com Recognitions

• 2018 - IEEE Fellow For contributions to brain-computer interfaces and applications

Overview

Best Publications

• A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

  Erico Tjoa;Cuntai Guan

  1910
  Citations

• Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface

  Kai Keng Ang;Zhang Yang Chin;Haihong Zhang;Cuntai Guan

  1534
  Citations

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

  Kai Keng Ang;Zheng Yang Chin;Chuanchu Wang;Cuntai Guan

  1289
  Citations

• Regularizing Common Spatial Patterns to Improve BCI Designs: Unified Theory and New Algorithms

  Fabien Lotte;Cuntai Guan

  1180
  Citations

• Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain-computer interface.

  Ranganatha Sitaram;Haihong Zhang;Cuntai Guan;Manoj Thulasidas

  737
  Citations

• Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

  Siavash Sakhavi;Cuntai Guan;Shuicheng Yan

  627
  Citations

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

  Kai Keng Ang;Karen Sui Geok Chua;Kok Soon Phua;Chuanchu Wang

  616
  Citations

• An Attention-Based Deep Learning Approach for Sleep Stage Classification With Single-Channel EEG

  Emadeldeen Eldele;Zhenghua Chen;Chengyu Liu;Min Wu

  583
  Citations

• Time-Series Representation Learning via Temporal and Contextual Contrasting

  Emadeldeen Eldele;Mohamed Ragab;Zhenghua Chen;Min Wu

  513
  Citations

• A Brain Controlled Wheelchair to Navigate in Familiar Environments

  B Rebsamen;Cuntai Guan;Haihong Zhang;Chuanchu Wang

  510
  Citations

• Optimizing the Channel Selection and Classification Accuracy in EEG-Based BCI

  M Arvaneh;Cuntai Guan;Kai Keng Ang;Chai Quek

  482
  Citations

• BCI for stroke rehabilitation: motor and beyond.

  Ravikiran Mane;Tushar Chouhan;Cuntai Guan

  397
  Citations

• Sub-band Common Spatial Pattern (SBCSP) for Brain-Computer Interface

  Q. Novi;C. Guan;Tran Huy Dat;Ping Xue

  385
  Citations

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

  Kai Keng Ang;Cuntai Guan;Kok Soon Phua;Chuanchu Wang

  381
  Citations

• A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration

  Luzheng Bi;Aberham ->Genetu Feleke;Cuntai Guan

  374
  Citations

• Robust classification of EEG signal for brain-computer interface

  M. Thulasidas;Cuntai Guan;Jiankang Wu

  364
  Citations

• An EEG-Based BCI System for 2-D Cursor Control by Combining Mu/Beta Rhythm and P300 Potential

  Yuanqing Li;Jinyi Long;Tianyou Yu;Zhuliang Yu

  360
  Citations

• Controlling a Wheelchair Indoors Using Thought

  B. Rebsamen;C.L. Teo;Q. Zeng;M.H. Ang

  356
  Citations

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

  Haiping Lu;How-Lung Eng;Cuntai Guan;Konstantinos N Plataniotis

  347
  Citations

• A New Discriminative Common Spatial Pattern Method for Motor Imagery Brain–Computer Interfaces

  K.P. Thomas;Cuntai Guan;Chiew Tong Lau;A.P. Vinod

  346
  Citations

• A large clinical study on the ability of stroke patients to use an EEG-based motor imagery brain-computer interface.

  Kai Keng Ang;Cuntai Guan;Karen Sui Geok Chua;Beng Ti Ang

  339
  Citations

• Subject-Independent Brain–Computer Interfaces Based on Deep Convolutional Neural Networks

  O-Yeon Kwon;Min-Ho Lee;Cuntai Guan;Seong-Whan Lee

  336
  Citations

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

  Bálint Várkuti;Cuntai Guan;Yaozhang Pan;Kok Soon Phua

  311
  Citations