Girijesh Prasad

ORCID

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 54

Top Venues

Publications

Gaurav Garg, Girijesh Prasad, Lalit Garg, Makoto Miyakoshi, Toshiharu Nakai, Damien Coyle
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. Multim. Tools Appl. 82 (6) (2023)
Yogesh Kumar Meena, Hubert Cecotti, Braj Bhushan, Ashish Dutta, Girijesh Prasad
Detection of Dyslexic Children Using Machine Learning and Multimodal Hindi Language Eye-Gaze-Assisted Learning System. IEEE Trans. Hum. Mach. Syst. 53 (1) (2023)
Kaniska Samanta, Sujit Roy, Véronique Marchand-Pauvert, Shirin Dora, Stéphanie Duguez, Muskaan Singh, Girijesh Prasad, Saugat Bhattacharyya
An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. SMC (2023)
Gaurav Garg, Girijesh Prasad, Lalit Garg, Makoto Miyakoshi, Toshiharu Nakai, Damien Coyle
Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers. Multim. Tools Appl. 81 (29) (2022)
Niamh McCombe, Shuo Liu, Xuemei Ding, Girijesh Prasad, Magda Bucholc, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin
Practical Strategies for Extreme Missing Data Imputation in Dementia Diagnosis. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Md. Sharifur Rahman, Girijesh Prasad
A Comprehensive Study on Machine Learning Methods to Increase the Prediction Accuracy of Classifiers and Reduce the Number of Medical Tests Required to Diagnose Alzheimer'S Disease. CoRR (2022)
Niamh McCombe, Xuemei Ding, Girijesh Prasad, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin, Neuroimaging Initiative
Multiple Cost Optimisation for Alzheimer's Disease Diagnosis. EMBC (2022)
Pramod Gaur, Karl A. McCreadie, Ram Bilas Pachori, Hui Wang, Girijesh Prasad
An automatic subject specific channel selection method for enhancing motor imagery classification in EEG-BCI using correlation. Biomed. Signal Process. Control. 68 (2021)
Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, Sanaul Hoque, KongFatt Wong-Lin, Girijesh Prasad
Detection of Mild Cognitive Impairment with MEG Functional Connectivity Using Wavelet-Based Neuromarkers. Sensors 21 (18) (2021)
Francis Mason, Sujit Roy, Girijesh Prasad
Data analysis methods for neuroimaging data pre-processing to decode cognitive tasks using logistic regression for BCI applications. SMC (2021)
Su Yang, Jose Miguel Sanchez Bornot, Ricardo Bruña Fernandez, Farzin Deravi, KongFatt Wong-Lin, Girijesh Prasad
Integrated space-frequency-time domain feature extraction for MEG-based Alzheimer's disease classification. Brain Informatics 8 (1) (2021)
Sujit Roy, Shirin Dora, Karl A. McCreadie, Girijesh Prasad
MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. IJCNN (2020)
Anirban Chowdhury, Ashish Dutta, Girijesh Prasad
Corticomuscular Co-Activation Based Hybrid Brain-Computer Interface for Motor Recovery Monitoring. IEEE Access 8 (2020)
Niamh McCombe, Xuemei Ding, Girijesh Prasad, David P. Finn, Stephen Todd, Paula L. McClean, KongFatt Wong-Lin
Predicting feature imputability in the absence of ground truth. CoRR (2020)
Haider Raza, Dheeraj Rathee, Shang-Ming Zhou, Hubert Cecotti, Girijesh Prasad
Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface. Neurocomputing 343 (2019)
Magda Bucholc, Xuemei Ding, Haiying Wang, David H. Glass, Hui Wang, Girijesh Prasad, Liam P. Maguire, Anthony J. Bjourson, Paula L. McClean, Stephen Todd, David P. Finn, KongFatt Wong-Lin
A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual. Expert Syst. Appl. 130 (2019)
Pramod Gaur, Karl A. McCreadie, Ram Bilas Pachori, Hui Wang, Girijesh Prasad
Tangent Space Features-Based Transfer Learning Classification Model for Two-Class Motor Imagery Brain-Computer Interface. Int. J. Neural Syst. 29 (10) (2019)
Su Yang, Jose Miguel Sanchez Bornot, KongFatt Wong-Lin, Girijesh Prasad
M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective. IEEE Trans. Biomed. Eng. 66 (10) (2019)
Anirban Chowdhury, Girijesh Prasad
Can Corticomuscular Coupling be Useful in Designing Hybrid-Brain Robot Interfaces Towards Hand Functional Recovery? SMC (2019)
Sujit Roy, Karl A. McCreadie, Girijesh Prasad
Can a Single Model Deep Learning Approach Enhance Classification Accuracy of an EEG-based Brain-Computer Interface? SMC (2019)
Hubert Cecotti, Yogesh Kumar Meena, Braj Bhushan, Ashish Dutta, Girijesh Prasad
A multiscript gaze-based assistive virtual keyboard. EMBC (2019)
Anirban Chowdhury, Shyam Sunder Nishad, Yogesh Kumar Meena, Ashish Dutta, Girijesh Prasad
Hand-Exoskeleton Assisted Progressive Neurorehabilitation Using Impedance Adaptation Based Challenge Level Adjustment Method. IEEE Trans. Haptics 12 (2) (2019)
Shabnam Samima, Monalisa Sarma, Debasis Samanta, Girijesh Prasad
Estimation and quantification of vigilance using ERPs and eye blink rate with a fuzzy model-based approach. Cogn. Technol. Work. 21 (3) (2019)
Sujit Roy, Dheeraj Rathee, Karl A. McCreadie, Girijesh Prasad
Channel Selection Improves MEG-based Brain-Computer Interface. NER (2019)
Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin, Girijesh Prasad
Design and evaluation of a time adaptive multimodal virtual keyboard. J. Multimodal User Interfaces 13 (4) (2019)
Anirban Chowdhury, Yogesh Kumar Meena, Haider Raza, Braj Bhushan, Ashwani Kumar Uttam, Nirmal Pandey, Adnan Ariz Hashmi, Alok Bajpai, Ashish Dutta, Girijesh Prasad
Active Physical Practice Followed by Mental Practice Using BCI-Driven Hand Exoskeleton: A Pilot Trial for Clinical Effectiveness and Usability. IEEE J. Biomed. Health Informatics 22 (6) (2018)
Pramod Gaur, Ram Bilas Pachori, Hui Wang, Girijesh Prasad
A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry. Expert Syst. Appl. 95 (2018)
Hubert Cecotti, Yogesh Kumar Meena, Girijesh Prasad
A multimodal virtual keyboard using eye-tracking and hand gesture detection. EMBC (2018)
Haider Raza, Dheeraj Rathee, Shang-Ming Zhou, Hubert Cecotti, Girijesh Prasad
Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface. CoRR (2018)
Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad
Classification of propofol-induced sedation states using brain connectivity analysis. EMBC (2018)
Anirban Chowdhury, Haider Raza, Yogesh Kumar Meena, Ashish Dutta, Girijesh Prasad
Online Covariate Shift Detection-Based Adaptive Brain-Computer Interface to Trigger Hand Exoskeleton Feedback for Neuro-Rehabilitation. IEEE Trans. Cogn. Dev. Syst. 10 (4) (2018)
Anirban Chowdhury, Haider Raza, Ashish Dutta, Girijesh Prasad
EEG-EMG based Hybrid Brain Computer Interface for Triggering Hand Exoskeleton for Neuro-Rehabilitation. AIR (2017)
Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad
Propofol-induced sedation diminishes the strength of frontal-parietal-occipital EEG network. EMBC (2017)
Hubert Cecotti, Alexandre Barachant, Jean-Rémi King, Jose Miguel Sanchez Bornot, Girijesh Prasad
Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge. EMBC (2017)
Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin, Girijesh Prasad
A multimodal interface to resolve the Midas-Touch problem in gaze controlled wheelchair. EMBC (2017)
Priyanka Chaurasia, Yogarajah Pratheepan, Joan Condell, Girijesh Prasad
Fusion of Random Walk and Discrete Fourier Spectrum Methods for Gait Recognition. IEEE Trans. Hum. Mach. Syst. 47 (6) (2017)
Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity
Designing an Interval Type-2 Fuzzy Logic System for Handling Uncertainty Effects in Brain-Computer Interface Classification of Motor Imagery Induced EEG Patterns. IEEE Trans. Fuzzy Syst. 25 (1) (2017)
Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad
Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis. IJCNN (2016)
Haider Raza, Hubert Cecotti, Yuhua Li, Girijesh Prasad
Adaptive learning with covariate shift-detection for motor imagery-based brain-computer interface. Soft Comput. 20 (8) (2016)
Haider Raza, Hubert Cecotti, Girijesh Prasad
A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification. IJCNN (2016)
Yogesh Kumar Meena, Anirban Chowdhury, Hubert Cecotti, KongFatt Wong-Lin, Shyam Sunder Nishad, Ashish Dutta, Girijesh Prasad
EMOHEX: An eye tracker based mobility and hand exoskeleton device for assisting disabled people. SMC (2016)
Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin, Girijesh Prasad
A novel multimodal gaze-controlled Hindi virtual keyboard for disabled users. SMC (2016)
Vahab Youssofzadeh, Girijesh Prasad, Muhammad Naeem, KongFatt Wong-Lin
Temporal Information of Directed Causal Connectivity in Multi-Trial ERP Data using Partial Granger Causality. Neuroinformatics 14 (1) (2016)
Haider Raza, Girijesh Prasad, Yuhua Li
EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments. Pattern Recognit. 48 (3) (2015)
Haider Raza, Hubert Cecotti, Girijesh Prasad
Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces. IJCNN (2015)
Hubert Cecotti, Girijesh Prasad
Single-trial detection of realistic images with magnetoencephalography. IJCNN (2015)
Vaibhav Gandhi, Girijesh Prasad, Damien Coyle, Laxmidhar Behera, Thomas Martin McGinnity
Evaluating Quantum Neural Network filtered motor imagery brain-computer interface using multiple classification techniques. Neurocomputing 170 (2015)
Yogarajah Pratheepan, Priyanka Chaurasia, Joan Condell, Girijesh Prasad
Enhancing gait based person identification using joint sparsity model and ℓ1-norm minimization. Inf. Sci. 308 (2015)
Philip Vance, Girijesh Prasad, Jim Harkin, Kevin Curran
Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments. Int. J. Wirel. Networks Broadband Technol. 4 (2) (2015)
Pramod Gaur, Ram Bilas Pachori, Hui Wang, Girijesh Prasad
An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface. IJCNN (2015)
Anirban Chowdhury, Haider Raza, Ashish Dutta, Shyam Sunder Nishad, Anupam Saxena, Girijesh Prasad
A study on cortico-muscular coupling in finger motions for exoskeleton assisted neuro-rehabilitation. EMBC (2015)
Vahab Youssofzadeh, Girijesh Prasad, KongFatt Wong-Lin
On self-feedback connectivity in neural mass models applied to event-related potentials. NeuroImage 108 (2015)
Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin, Girijesh Prasad
Towards increasing the number of commands in a hybrid brain-computer interface with combination of gaze and motor imagery. EMBC (2015)
Haider Raza, Hubert Cecotti, Yuhua Li, Girijesh Prasad
Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface. IJCNN (2015)
Darren O'Doherty, Yogesh Kumar Meena, Haider Raza, Hubert Cecotti, Girijesh Prasad
Exploring gaze-motor imagery hybrid brain-computer interface design. BIBM (2014)
Haider Raza, Girijesh Prasad, Yuhua Li, Hubert Cecotti
Covariate shift-adaptation using a transductive learning model for handling non-stationarity in EEG based brain-computer interfaces. BIBM (2014)
Vaibhav Gandhi, Girijesh Prasad, Damien Coyle, Laxmidhar Behera, Thomas Martin McGinnity
EEG-Based Mobile Robot Control Through an Adaptive Brain-Robot Interface. IEEE Trans. Syst. Man Cybern. Syst. 44 (9) (2014)
Vahab Youssofzadeh, Damiano Zanotto, Paul Stegall, Muhammad Naeem, KongFatt Wong-Lin, Sunil K. Agrawal, Girijesh Prasad
Directed neural connectivity changes in robot-assisted gait training: A partial Granger causality analysis. EMBC (2014)
Vaibhav Gandhi, Girijesh Prasad, Damien Coyle, Laxmidhar Behera, Thomas Martin McGinnity
Quantum Neural Network-Based EEG Filtering for a Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 25 (2) (2014)
Haider Raza, Girijesh Prasad, Yuhua Li
Adaptive learning with covariate shift-detection for non-stationary environments. UKCI (2014)
Haider Raza, Girijesh Prasad, Yuhua Li
EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments. AIAI (2013)
Haider Raza, Girijesh Prasad, Yuhua Li
Dataset Shift Detection in Non-stationary Environments Using EWMA Charts. SMC (2013)
Karl A. McCreadie, Damien Coyle, Girijesh Prasad
Sensorimotor learning with stereo auditory feedback for a brain-computer interface. Medical Biol. Eng. Comput. 51 (3) (2013)
Muhammad Naeem, Girijesh Prasad, David R. Watson, J. A. Scott Kelso
Electrophysiological signatures of intentional social coordination in the 10-12 Hz range. NeuroImage 59 (2) (2012)
Karl A. McCreadie, Damien H. Coyle, Girijesh Prasad
Learning to modulate sensorimotor rhythms with stereo auditory feedback for a brain-computer interface. EMBC (2012)
Muhammad Naeem, T. Martin McGinnity, David R. Watson, KongFatt Wong-Lin, Girijesh Prasad, J. A. Scott Kelso
Inter-brain Mutual Information in Social Interaction Tasks. PRNI (2012)
KongFatt Wong-Lin, Alok Joshi, Girijesh Prasad, T. Martin McGinnity
Network properties of a computational model of the dorsal raphe nucleus. Neural Networks 32 (2012)
Prem Kumar Patchaikani, Laxmidhar Behera, Girijesh Prasad
A Single Network Adaptive Critic-Based Redundancy Resolution Scheme for Robot Manipulators. IEEE Trans. Ind. Electron. 59 (8) (2012)
Vaibhav Gandhi, Vipul Arora, Laxmidhar Behera, Girijesh Prasad, Damien Coyle, T. Martin McGinnity
EEG denoising with a recurrent quantum neural network for a brain-computer interface. IJCNN (2011)
Alok Joshi, KongFatt Wong-Lin, T. Martin McGinnity, Girijesh Prasad
A mathematical model to explore the interdependence between the serotonin and orexin/hypocretin systems. EMBC (2011)
Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad
Analysis of Most Important Parts for Silhouette-Based Gait Recognition. IMVIP (2011)
Damien Coyle, Girijesh Prasad, T. Martin McGinnity
A self-organising fuzzy neural network with locally recurrent self-adaptive synapses. EAIS (2011)
KongFatt Wong-Lin, Girijesh Prasad, T. Martin McGinnity
A spiking neuronal network model of the dorsal raphe nucleus. IJCNN (2011)
Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad
PRWGEI: Poisson random walk based gait recognition. ISPA (2011)
Abdul Rehman Satti, Damien Coyle, Girijesh Prasad
Self-paced brain-controlled wheelchair methodology with shared and automated assistive control. CCMB (2011)
Simon Johnston, Girijesh Prasad, Liam P. Maguire, T. Martin McGinnity
An FPGA Hardware/Software Co-Design towards Evolvable Spiking Neural Networks for Robotics Application. Int. J. Neural Syst. 20 (6) (2010)
Damien Coyle, T. Martin McGinnity, Girijesh Prasad
Improving the separability of multiple EEG features for a BCI by neural-time-series-prediction-preprocessing. Biomed. Signal Process. Control. 5 (3) (2010)
Shahjahan Shahid, Rakesh Kumar Sinha, Girijesh Prasad
A bispectrum approach to feature extraction for a motor imagery based brain-computer interfacing system. EUSIPCO (2010)
Abdul Rehman Satti, Cuntai Guan, Damien Coyle, Girijesh Prasad
A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. ICPR (2010)
Damien Coyle, Girijesh Prasad, T. Martin McGinnity
On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. IJCNN (2010)
Laxmidhar Behera, P. Prem Kumar, Nazmul H. Siddique, Girijesh Prasad
A T-S Fuzzy based Adaptive Critic for Continuous-time Input Affine Nonlinear Systems. SMC (2009)
Abdul Rehman Satti, Damien Coyle, Girijesh Prasad
Spatio-Spectral & Temporal Parameter Searching using Class Correlation Analysis and Particle Swarm Optimization for a Brain Computer Interface. SMC (2009)
Laxmidhar Behera, P. Prem Kumar, Girijesh Prasad
Adaptive Critic based Redundancy Resolution scheme for Robot Manipulators. SMC (2009)
Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad
The Use of Dynamic and Static Characteristics of Gait for Individual Identification. IMVIP (2009)
Damien Coyle, Girijesh Prasad, T. Martin McGinnity
Faster Self-Organizing Fuzzy Neural Network Training and a Hyperparameter Analysis for a Brain-Computer Interface. IEEE Trans. Syst. Man Cybern. Part B 39 (6) (2009)
Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad
Individual Identification Using Gait Sequences under Different Covariate Factors. ICVS (2009)
Bridget Meehan, Girijesh Prasad, T. Martin McGinnity
An Application Directed Adaptive Framework for Autonomic Software. J. Softw. 3 (7) (2008)
Yogarajah Pratheepan, Girijesh Prasad, Joan V. Condell
Style of action based individual recognition in video sequences. SMC (2008)
Yogarajah Pratheepan, Philip H. S. Torr, Joan V. Condell, Girijesh Prasad
Body Language Based Individual Identification in Video Using Gait and Actions. ICISP (2008)
Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity
Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing. SMC (2008)
Damien Coyle, T. Martin McGinnity, Girijesh Prasad
A multi-class brain-computer interface with SOFNN-based prediction preprocessing. IJCNN (2008)
Pawel Andrzej Herman, Girijesh Prasad, T. Martin McGinnity
Support Vector-Enhanced Design of a T2FL Approach to Motor Imagery-Related EEG Pattern Recognition. FUZZ-IEEE (2007)
Bridget Meehan, Girijesh Prasad, T. Martin McGinnity
A framework for autonomic software. SMC (2007)
Qingxiang Wu, David A. Bell, Girijesh Prasad, T. Martin McGinnity
A Distribution-Index-Based Discretizer for Decision-Making with Symbolic AI Approaches. IEEE Trans. Knowl. Data Eng. 19 (1) (2007)
Qingxiang Wu, T. Martin McGinnity, David A. Bell, Girijesh Prasad
A Self-Organizing Computing Network for Decision-Making in Data Sets with a Diversity of Data Types. IEEE Trans. Knowl. Data Eng. 18 (7) (2006)
Damien Coyle, Girijesh Prasad, Thomas Martin McGinnity
Enhancing Autonomy and Computational Efficiency of the Self-Organizing Fuzzy Neural Network for a Brain Computer Interface. FUZZ-IEEE (2006)
Qingxiang Wu, T. Martin McGinnity, Girijesh Prasad, David A. Bell, Brendan P. Glackin
Multi-knowledge Approach for Mobile Robot Identification of a Changing Environment. EUROS (2006)
Qingxiang Wu, Jianyong Cai, Girijesh Prasad, T. Martin McGinnity, David A. Bell, Jiwen Guan
A Novel Discretizer for Knowledge Discovery Approaches Based on Rough Sets. RSKT (2006)
Qingxiang Wu, David A. Bell, T. Martin McGinnity, Girijesh Prasad, Guilin Qi, Xi Huang
Improvement of Decision Accuracy Using Discretization of Continuous Attributes. FSKD (2006)
Gang Leng, Girijesh Prasad, T. Martin McGinnity
Erratum to "An on-line algorithm for creating self-organizing fuzzy neural networks" [Neural Networks 17(10)(2004)1477-1493]. Neural Networks 19 (6-7) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Girijesh Prasad