Girijesh Prasad

Overview

Best Publications

• Applying a brain-computer interface to support motor imagery practice in people with stroke for upper limb recovery: a feasibility study

  Girijesh Prasad;Pawel Herman;Damien Coyle;Suzanne McDonough

  385
  Citations

• Comparative Analysis of Spectral Approaches to Feature Extraction for EEG-Based Motor Imagery Classification

  P. Herman;G. Prasad;T.M. McGinnity;D. Coyle

  366
  Citations

• An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network

  Gang Leng;Thomas Martin McGinnity;Girijesh Prasad

  352
  Citations

• An on-line algorithm for creating self-organizing fuzzy neural networks

  Gang Leng;Girijesh Prasad;Thomas Martin McGinnity

  239
  Citations

• A Multi-class EEG-based BCI classification using Multivariate Empirical Mode Decomposition Based Filtering and Riemannian Geometry

  Pramod Gaur;Ram Bilas Pachori;Hui Wang;Girijesh Prasad

  238
  Citations

• Design for Self-Organizing Fuzzy Neural Networks Based on Genetic Algorithms

  Gang Leng;T.M. McGinnity;G. Prasad

  221
  Citations

• Statistical and computational intelligence techniques for inferential model development: a comparative evaluation and a novel proposition for fusion

  K. Warne;G. Prasad;S. Rezvani;L. Maguire

  157
  Citations

• Quantum Neural Network-Based EEG Filtering for a Brain–Computer Interface

  Vaibhav Gandhi;Girijesh Prasad;Damien Coyle;Laxmidhar Behera

  151
  Citations

• Electrophysiological signatures of intentional social coordination in the 10–12 Hz range

  Muhammad Naeem;Girijesh Prasad;David R. Watson;J.A. Scott Kelso;J.A. Scott Kelso

  149
  Citations

• A time-series prediction approach for feature extraction in a brain-computer interface

  D. Coyle;G. Prasad;T.M. McGinnity

  134
  Citations

• EEG-Based Mobile Robot Control Through an Adaptive Brain–Robot Interface

  Vaibhav Gandhi;Girijesh Prasad;Damien Coyle;Laxmidhar Behera

  125
  Citations

• A Local Model Networks Based Multivariable Long-Range Predictive Control Strategy for Thermal Power Plants

  G. Prasad;E. Swidenbank;B. W. Hogg

  125
  Citations

• EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments

  Haider Raza;Girijesh Prasad;Yuhua Li

  124
  Citations

• Adaptive learning with covariate shift-detection for motor imagery-based brain---computer interface

  Haider Raza;Hubert Cecotti;Yuhua Li;Girijesh Prasad

  118
  Citations

• A neural net model-based multivariable long-range predictive control strategy applied in thermal power plant control

  G. Prasad;E. Swidenbank;B.W. Hogg

  115
  Citations

• Faster Self-Organizing Fuzzy Neural Network Training and a Hyperparameter Analysis for a Brain–Computer Interface

  D. Coyle;G. Prasad;T.M. McGinnity

  108
  Citations

• M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective

  Su Yang;Jose Miguel Sanchez Bornot;Kongfatt Wong-Lin;Girijesh Prasad

  105
  Citations

• An Automatic Subject Specific Intrinsic Mode Function Selection for Enhancing Two-Class EEG-Based Motor Imagery-Brain Computer Interface

  Pramod Gaur;Ram Bilas Pachori;Hui Wang;Girijesh Prasad

  96
  Citations

• A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual.

  Magda Bucholc;Xuemei Ding;Haiying;HY Wang

  96
  Citations

• Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface

  Haider Raza;Dheeraj Rathee;Shang-Ming Zhou;Hubert Cecotti

  96
  Citations

• An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface

  Pramod Gaur;Ram Bilas Pachori;Hui Wang;Girijesh Prasad

  89
  Citations

• A time-frequency approach to feature extraction for a brain-computer interface with a comparative analysis of performance measures

  Damien Coyle;Girijesh Prasad;T. M. McGinnity

  88
  Citations

• Bispectrum-based feature extraction technique for devising a practical brain?computer interface

  Shahjahan Shahid;Girijesh Prasad

  87
  Citations