Girijesh Prasad

According to our database1, Girijesh Prasad authored at least 97 papers between 2003 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

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. Engineering, 2019

Covariate shift estimation based adaptive ensemble learning for handling non-stationarity in motor imagery related EEG-based brain-computer interface.
Neurocomputing, 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.
Cognition, Technology & Work, 2019

Channel Selection Improves MEG-based Brain-Computer Interface.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

A multiscript gaze-based assistive virtual keyboard.
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. Biomedical and Health Informatics, 2018

Online Covariate Shift Detection-Based Adaptive Brain-Computer Interface to Trigger Hand Exoskeleton Feedback for Neuro-Rehabilitation.
IEEE Trans. Cognitive and Developmental Systems, 2018

A multi-class EEG-based BCI classification using multivariate empirical mode decomposition based filtering and Riemannian geometry.
Expert Syst. Appl., 2018

Covariate Shift Estimation based Adaptive Ensemble Learning for Handling Non-Stationarity in Motor Imagery related EEG-based Brain-Computer Interface.
CoRR, 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

A multimodal virtual keyboard using eye-tracking and hand gesture detection.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Fusion of Random Walk and Discrete Fourier Spectrum Methods for Gait Recognition.
IEEE Trans. Human-Machine Systems, 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 Systems, 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

A novel multimodal gaze-controlled Hindi virtual keyboard for disabled users.
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 Recognition, 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.
IJWNBT, 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

Single-trial detection of realistic images with magnetoencephalography.
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
EEG-Based Mobile Robot Control Through an Adaptive Brain-Robot Interface.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2014

Quantum Neural Network-Based EEG Filtering for a Brain-Computer Interface.
IEEE Trans. Neural Netw. Learning Syst., 2014

Adaptive learning with covariate shift-detection for non-stationary environments.
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

Exploring gaze-motor imagery hybrid brain-computer interface design.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

2013
Sensorimotor learning with stereo auditory feedback for a brain-computer interface.
Med. Biol. Engineering and Computing, 2013

Dataset Shift Detection in Non-stationary Environments Using EWMA Charts.
Proceedings of the IEEE International Conference on Systems, 2013

EWMA Based Two-Stage Dataset Shift-Detection in Non-stationary Environments.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

2012
A Single Network Adaptive Critic-Based Redundancy Resolution Scheme for Robot Manipulators.
IEEE Trans. Industrial Electronics, 2012

Network properties of a computational model of the dorsal raphe nucleus.
Neural Networks, 2012

Electrophysiological signatures of intentional social coordination in the 10-12 Hz range.
NeuroImage, 2012

Inter-brain Mutual Information in Social Interaction Tasks.
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
Analysis of Most Important Parts for Silhouette-Based Gait Recognition.
Proceedings of the 2011 Irish Machine Vision and Image Processing Conference, 2011

A spiking neuronal network model of the dorsal raphe nucleus.
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 Proc. and 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
Knowledge Discovery in Databases with Diversity of Data Types.
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. Systems, Man, and Cybernetics, 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

Adaptive Critic based Redundancy Resolution scheme for Robot Manipulators.
Proceedings of the IEEE International Conference on Systems, 2009

The Use of Dynamic and Static Characteristics of Gait for Individual Identification.
Proceedings of the 13th International Machine Vision and Image Processing Conference, 2009

Individual Identification Using Gait Sequences under Different Covariate Factors.
Proceedings of the Computer Vision Systems, 2009

2008
An Application Directed Adaptive Framework for Autonomic Software.
JSW, 2008

Style of action based individual recognition in video sequences.
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

A multi-class brain-computer interface with SOFNN-based prediction preprocessing.
Proceedings of the International Joint Conference on Neural Networks, 2008

Body Language Based Individual Identification in Video Using Gait and Actions.
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

A framework for autonomic software.
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

Design for Self-Organizing Fuzzy Neural Networks Based on Genetic Algorithms.
IEEE Trans. Fuzzy Systems, 2006

Erratum to "An on-line algorithm for creating self-organizing fuzzy neural networks" [Neural Networks 17(10)(2004)1477-1493].
Neural Networks, 2006

A Novel Discretizer for Knowledge Discovery Approaches Based on Rough Sets.
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

Improvement of Decision Accuracy Using Discretization of Continuous Attributes.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

Multi-knowledge Approach for Mobile Robot Identification of a Changing Environment.
Proceedings of the First European Robotics Symposium 2006, 2006

2005
An approach for on-line extraction of fuzzy rules using a self-organising fuzzy neural network.
Fuzzy Sets and Systems, 2005

A Time-Frequency Approach to Feature Extraction for a Brain-Computer Interface with a Comparative Analysis of Performance Measures.
EURASIP J. Adv. Sig. Proc., 2005

Evolving learning mechanism for a general computing network model.
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
An on-line algorithm for creating self-organizing fuzzy neural networks.
Neural Networks, 2004

Statistical and computational intelligence techniques for inferential model development: a comparative evaluation and a novel proposition for fusion.
Eng. Appl. of AI, 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
A novel intelligent approach to anchorage measurement using electron microscopy.
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

A design for a self-organizing fuzzy neural network based on the genetic algorithm.
Proceedings of the IEEE International Conference on Systems, 2003

Integrated architecture for remote experimentation.
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


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