| 2024 | ICONIP | Performance Analysis of Quantum-Enhanced Kernel Classifiers Based on Feature Maps: A Case Study on EEG-BCI Data. | Ravi Kumar Jha, Nikola K. Kasabov, Damien Coyle, Saugat Bhattacharyya, Girijesh Prasad |
| 2023 | SMC | An Automated Detection of Amyotrophic Lateral Sclerosis from Resting-State MEG Data Using 3D Deep Convolutional Neural Network. | Kaniska Samanta, Sujit Roy, Vronique Marchand-Pauvert, Shirin Dora, Stphanie Duguez, Muskaan Singh, Girijesh Prasad, Saugat Bhattacharyya |
| 2021 | SMC | Data analysis methods for neuroimaging data pre-processing to decode cognitive tasks using logistic regression for BCI applications. | Francis Mason, Sujit Roy, Girijesh Prasad |
| 2020 | IJCNN | MIEEG-GAN: Generating Artificial Motor Imagery Electroencephalography Signals. | Sujit Roy, Shirin Dora, Karl A. McCreadie, Girijesh Prasad |
| 2019 | SMC | Can Corticomuscular Coupling be Useful in Designing Hybrid-Brain Robot Interfaces Towards Hand Functional Recovery? | Anirban Chowdhury, Girijesh Prasad |
| 2019 | SMC | Can a Single Model Deep Learning Approach Enhance Classification Accuracy of an EEG-based Brain-Computer Interface? | Sujit Roy, Karl A. McCreadie, Girijesh Prasad |
| 2016 | IJCNN | Estimation of Effective Fronto-Parietal connectivity during Motor Imagery using partial granger causality analysis. | Dheeraj Rathee, Hubert Cecotti, Girijesh Prasad |
| 2016 | IJCNN | A combination of transductive and inductive learning for handling non-stationarities in motor imagery classification. | Haider Raza, Hubert Cecotti, Girijesh Prasad |
| 2016 | SMC | EMOHEX: An eye tracker based mobility and hand exoskeleton device for assisting disabled people. | Yogesh Kumar Meena, Anirban Chowdhury, Hubert Cecotti, KongFatt Wong-Lin, Shyam Sunder Nishad, Ashish Dutta, Girijesh Prasad |
| 2016 | SMC | A novel multimodal gaze-controlled Hindi virtual keyboard for disabled users. | Yogesh Kumar Meena, Hubert Cecotti, KongFatt Wong-Lin, Girijesh Prasad |
| 2015 | IJCNN | Single-trial detection of realistic images with magnetoencephalography. | Hubert Cecotti, Girijesh Prasad |
| 2015 | IJCNN | 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 |
| 2015 | IJCNN | Learning with covariate shift-detection and adaptation in non-stationary environments: Application to brain-computer interface. | Haider Raza, Hubert Cecotti, Yuhua Li, Girijesh Prasad |
| 2015 | IJCNN | Optimising frequency band selection with forward-addition and backward-elimination algorithms in EEG-based brain-computer interfaces. | Haider Raza, Hubert Cecotti, Girijesh Prasad |
| 2013 | SMC | Dataset Shift Detection in Non-stationary Environments Using EWMA Charts. | Haider Raza, Girijesh Prasad, Yuhua Li |
| 2011 | IJCNN | EEG denoising with a recurrent quantum neural network for a brain-computer interface. | Vaibhav Gandhi, Vipul Arora, Laxmidhar Behera, Girijesh Prasad, Damien Coyle, T. Martin McGinnity |
| 2011 | IJCNN | A spiking neuronal network model of the dorsal raphe nucleus. | KongFatt Wong-Lin, Girijesh Prasad, T. Martin McGinnity |
| 2011 | IMVIP | Analysis of Most Important Parts for Silhouette-Based Gait Recognition. | Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad |
| 2010 | IJCNN | On utilizing self-organizing fuzzy neural networks for financial forecasts in the NN5 forecasting competition. | Damien Coyle, Girijesh Prasad, T. Martin McGinnity |
| 2010 | ICPR | A Covariate Shift Minimisation Method to Alleviate Non-stationarity Effects for an Adaptive Brain-Computer Interface. | Abdul Rehman Satti, Cuntai Guan, Damien Coyle, Girijesh Prasad |
| 2009 | IMVIP | The Use of Dynamic and Static Characteristics of Gait for Individual Identification. | Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad |
| 2009 | ICVS | Individual Identification Using Gait Sequences under Different Covariate Factors. | Yogarajah Pratheepan, Joan V. Condell, Girijesh Prasad |
| 2009 | SMC | Adaptive Critic based Redundancy Resolution scheme for Robot Manipulators. | Laxmidhar Behera, P. Prem Kumar, Girijesh Prasad |
| 2009 | SMC | A T-S Fuzzy based Adaptive Critic for Continuous-time Input Affine Nonlinear Systems. | Laxmidhar Behera, P. Prem Kumar, Nazmul H. Siddique, Girijesh Prasad |
| 2009 | SMC | Spatio-Spectral & Temporal Parameter Searching using Class Correlation Analysis and Particle Swarm Optimization for a Brain Computer Interface. | Abdul Rehman Satti, Damien Coyle, Girijesh Prasad |
| 2008 | ICISP | Body Language Based Individual Identification in Video Using Gait and Actions. | Yogarajah Pratheepan, Philip H. S. Torr, Joan V. Condell, Girijesh Prasad |
| 2008 | IJCNN | A multi-class brain-computer interface with SOFNN-based prediction preprocessing. | Damien Coyle, T. Martin McGinnity, Girijesh Prasad |
| 2008 | SMC | Designing a robust type-2 fuzzy logic classifier for non-stationary systems with application in brain-computer interfacing. | Pawel Andrzej Herman, Girijesh Prasad, Thomas Martin McGinnity |
| 2008 | SMC | Style of action based individual recognition in video sequences. | Yogarajah Pratheepan, Girijesh Prasad, Joan V. Condell |
| 2007 | SMC | A framework for autonomic software. | Bridget Meehan, Girijesh Prasad, T. Martin McGinnity |
| 2005 | ICANN | Comparative Investigation into Classical and Spiking Neuron Implementations on FPGAs. | Simon Johnston, Girijesh Prasad, Liam P. Maguire, T. Martin McGinnity |
| 2005 | SMC | Evolving learning mechanism for a general computing network model. | Qingxiang Wu, T. Martin McGinnity, Girijesh Prasad, David A. Bell |
| 2004 | SMC | Development of a hybrid PCA-ANFIS measurement system for monitoring product quality in the coating industry. | Karol Warne, Girijesh Prasad, Mia Nazmul Haque Siddique, Liam P. Maguire |
| 2003 | ICCBR | A Hybrid System with Multivariate Data Validation and Case Base Reasoning for an Efficient and Realistic Product Formulation. | Sina Rezvani, Girijesh Prasad |
| 2003 | IDEAL | An Extended Multivariate Data Visualization Approach for Interactive Feature Extraction from Manufacturing Data. | Sina Rezvani, Girijesh Prasad, J. Muir, K. McCraken |
| 2003 | SMC | Integrated architecture for remote experimentation. | Michael J. Callaghan, Jim Harkin, Girijesh Prasad, T. Martin McGinnity, Liam P. Maguire |
| 2003 | SMC | A design for a self-organizing fuzzy neural network based on the genetic algorithm. | Gang Leng, Thomas Martin McGinnity, Girijesh Prasad |
| 2003 | SMC | An intelligent approach to generating improved product formulation for an optimal manufacturing route. | Sina Rezvani, Girijesh Prasad, Dorian Dixon, Robert McIlhagger |
| 2003 | SMC | A novel intelligent approach to anchorage measurement using electron microscopy. | Karol Warne, Girijesh Prasad, Nazmul H. Siddique, Liam P. Maguire |