Girijesh Prasad
Orcid: 0000-0003-3284-9589
According to our database1,
Girijesh Prasad
authored at least 118 papers
between 1998 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2023
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers.
Multim. Tools Appl., March, 2023
Detection of Dyslexic Children Using Machine Learning and Multimodal Hindi Language Eye-Gaze-Assisted Learning System.
IEEE Trans. Hum. Mach. Syst., 2023
An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023
2022
IEEE J. Biomed. Health Informatics, 2022
Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer's disease biomarkers.
Multim. Tools Appl., 2022
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
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Detection of Mild Cognitive Impairment with MEG Functional Connectivity Using Wavelet-Based Neuromarkers.
Sensors, 2021
An automatic subject specific channel selection method for enhancing motor imagery classification in EEG-BCI using correlation.
Biomed. Signal Process. Control., 2021
Integrated space-frequency-time domain feature extraction for MEG-based Alzheimer's disease classification.
Brain Informatics, 2021
Data analysis methods for neuroimaging data pre-processing to decode cognitive tasks using logistic regression for BCI applications.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
2020
Corticomuscular Co-Activation Based Hybrid Brain-Computer Interface for Motor Recovery Monitoring.
IEEE Access, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
2019
Hand-Exoskeleton Assisted Progressive Neurorehabilitation Using Impedance Adaptation Based Challenge Level Adjustment Method.
IEEE Trans. Haptics, 2019
M/EEG-Based Bio-Markers to Predict the MCI and Alzheimer's Disease: A Review From the ML Perspective.
IEEE Trans. Biomed. Eng., 2019
J. Multimodal User Interfaces, 2019
Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface.
Neurocomputing, 2019
Tangent Space Features-Based Transfer Learning Classification Model for Two-Class Motor Imagery Brain-Computer Interface.
Int. J. Neural Syst., 2019
A practical computerized decision support system for predicting the severity of Alzheimer's disease of an individual.
Expert Syst. Appl., 2019
Estimation and quantification of vigilance using ERPs and eye blink rate with a fuzzy model-based approach.
Cogn. Technol. Work., 2019
Can a Single Model Deep Learning Approach Enhance Classification Accuracy of an EEG-based Brain-Computer Interface?
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Can Corticomuscular Coupling be Useful in Designing Hybrid-Brain Robot Interfaces Towards Hand Functional Recovery?
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
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, 2018
Online Covariate Shift Detection-Based Adaptive Brain-Computer Interface to Trigger Hand Exoskeleton Feedback for Neuro-Rehabilitation.
IEEE Trans. Cogn. Dev. Syst., 2018
A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry.
Expert Syst. Appl., 2018
Classification of propofol-induced sedation states using brain connectivity analysis.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018
2017
IEEE Trans. Hum. Mach. Syst., 2017
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., 2017
Propofol-induced sedation diminishes the strength of frontal-parietal-occipital EEG network.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
A multimodal interface to resolve the Midas-Touch problem in gaze controlled wheelchair.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Single-trial detection of event-related fields in MEG from the presentation of happy faces: Results of the Biomag 2016 data challenge.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
EEG-EMG based Hybrid Brain Computer Interface for Triggering Hand Exoskeleton for Neuro-Rehabilitation.
Proceedings of the Advances in Robotics, 2017
2016
Adaptive learning with covariate shift-detection for motor imagery-based brain-computer interface.
Soft Comput., 2016
Temporal Information of Directed Causal Connectivity in Multi-Trial ERP Data using Partial Granger Causality.
Neuroinformatics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
EMOHEX: An eye tracker based mobility and hand exoskeleton device for assisting disabled people.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
EWMA model based shift-detection methods for detecting covariate shifts in non-stationary environments.
Pattern Recognit., 2015
On self-feedback connectivity in neural mass models applied to event-related potentials.
NeuroImage, 2015
Enhancing gait based person identification using joint sparsity model and ℓ1-norm minimization.
Inf. Sci., 2015
Designing a Compact Wireless Network based Device-free Passive Localisation System for Indoor Environments.
Int. J. Wirel. Networks Broadband Technol., 2015
Evaluating Quantum Neural Network filtered motor imagery brain-computer interface using multiple classification techniques.
Neurocomputing, 2015
Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
An empirical mode decomposition based filtering method for classification of motor-imagery EEG signals for enhancing brain-computer interface.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Towards increasing the number of commands in a hybrid brain-computer interface with combination of gaze and motor imagery.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A study on cortico-muscular coupling in finger motions for exoskeleton assisted neuro-rehabilitation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
IEEE Trans. Syst. Man Cybern. Syst., 2014
IEEE Trans. Neural Networks Learn. Syst., 2014
Proceedings of the 14th UK Workshop on Computational Intelligence, 2014
Directed neural connectivity changes in robot-assisted gait training: A partial Granger causality analysis.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Covariate shift-adaptation using a transductive learning model for handling non-stationarity in EEG based brain-computer interfaces.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Medical Biol. Eng. Comput., 2013
Proceedings of the IEEE International Conference on Systems, 2013
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
2012
A Single Network Adaptive Critic-Based Redundancy Resolution Scheme for Robot Manipulators.
IEEE Trans. Ind. Electron., 2012
Neural Networks, 2012
Electrophysiological signatures of intentional social coordination in the 10-12 Hz range.
NeuroImage, 2012
Proceedings of the Second International Workshop on Pattern Recognition in NeuroImaging, 2012
Learning to modulate sensorimotor rhythms with stereo auditory feedback for a brain-computer interface.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Proceedings of the 2011 Irish Machine Vision and Image Processing Conference, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
EEG denoising with a recurrent quantum neural network for a brain-computer interface.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
A mathematical model to explore the interdependence between the serotonin and orexin/hypocretin systems.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
A self-organising fuzzy neural network with locally recurrent self-adaptive synapses.
Proceedings of the 2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems, 2011
Self-paced brain-controlled wheelchair methodology with shared and automated assistive control.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence, 2011
2010
An FPGA Hardware/Software Co-Design towards Evolvable Spiking Neural Networks for Robotics Application.
Int. J. Neural Syst., 2010
Improving the separability of multiple EEG features for a BCI by neural-time-series-prediction-preprocessing.
Biomed. Signal Process. Control., 2010
On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition.
Proceedings of the International Joint Conference on Neural Networks, 2010
A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A bispectrum approach to feature extraction for a motor imagery based brain-computer interfacing system.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009
Faster Self-Organizing Fuzzy Neural Network Training and a Hyperparameter Analysis for a Brain-Computer Interface.
IEEE Trans. Syst. Man Cybern. Part B, 2009
Spatio-Spectral & Temporal Parameter Searching using Class Correlation Analysis and Particle Swarm Optimization for a Brain Computer Interface.
Proceedings of the IEEE International Conference on Systems, 2009
A T-S Fuzzy based Adaptive Critic for Continuous-time Input Affine Nonlinear Systems.
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009
Proceedings of the Computer Vision Systems, 2009
2008
Proceedings of the IEEE International Conference on Systems, 2008
Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing.
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the Image and Signal Processing - 3rd International Conference, 2008
2007
A Distribution-Index-Based Discretizer for Decision-Making with Symbolic AI Approaches.
IEEE Trans. Knowl. Data Eng., 2007
Proceedings of the IEEE International Conference on Systems, 2007
Support Vector-Enhanced Design of a T2FL Approach to Motor Imagery-Related EEG Pattern Recognition.
Proceedings of the FUZZ-IEEE 2007, 2007
2006
A Self-Organizing Computing Network for Decision-Making in Data Sets with a Diversity of Data Types.
IEEE Trans. Knowl. Data Eng., 2006
IEEE Trans. Fuzzy Syst., 2006
Erratum to "An on-line algorithm for creating self-organizing fuzzy neural networks" [Neural Networks 17(10)(2004)1477-1493].
Neural Networks, 2006
Proceedings of the Rough Sets and Knowledge Technology, First International Conference, 2006
Enhancing Autonomy and Computational Efficiency of the Self-Organizing Fuzzy Neural Network for a Brain Computer Interface.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006
Proceedings of the First European Robotics Symposium 2006, 2006
Creating a Nonparametric Brain-Computer Interface with Neural Time-Series Prediction Preprocessing.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network.
Fuzzy Sets Syst., 2005
A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures.
EURASIP J. Adv. Signal Process., 2005
Proceedings of the IEEE International Conference on Systems, 2005
Comparative Investigation into Classical and Spiking Neuron Implementations on FPGAs.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
2004
Neural Networks, 2004
Statistical and computational intelligence techniques for inferential model development: a comparative evaluation and a novel proposition for fusion.
Eng. Appl. Artif. Intell., 2004
Development of a hybrid PCA-ANFIS measurement system for monitoring product quality in the coating industry.
Proceedings of the IEEE International Conference on Systems, 2004
2003
Proceedings of the IEEE International Conference on Systems, 2003
An intelligent approach to generating improved product formulation for an optimal manufacturing route.
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the IEEE International Conference on Systems, 2003
Interactive Feature Extraction From Multivariate Production Data.
Proceedings of the Pattern Recognition in Information Systems, 2003
An Extended Multivariate Data Visualization Approach for Interactive Feature Extraction from Manufacturing Data.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2003
A Hybrid System with Multivariate Data Validation and Case Base Reasoning for an Efficient and Realistic Product Formulation.
Proceedings of the Case-Based Reasoning Research and Development, 2003
2001
Proceedings of the 6th European Control Conference, 2001
1998
A Local Model Networks Based Multivariable Long-Range Predictive Control Strategy for Thermal Power Plants.
Autom., 1998