Berdakh Abibullaev
Orcid: 0000-0002-8623-5526
According to our database1,
Berdakh Abibullaev
authored at least 46 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Data Constraints and Performance Optimization for Transformer-Based Models in EEG-Based Brain-Computer Interfaces: A Survey.
IEEE Access, 2024
2023
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG.
Pattern Recognit. Lett., December, 2023
Exploring the Potential of Attention Mechanism-Based Deep Learning for Robust Subject-Independent Motor-Imagery Based BCIs.
IEEE Access, 2023
Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications.
IEEE Access, 2023
Subject-Independent Brain-Computer Interfaces: A Comparative Study of Attention Mechanism-Driven Deep Learning Models.
Proceedings of the Intelligent Human Computer Interaction - 15th International Conference, 2023
Explainable Deep Learning for Brain-Computer Interfaces through Layerwise Relevance Propagation.
Proceedings of the 11th International Winter Conference on Brain-Computer Interface, 2023
2022
IEEE Trans. Syst. Man Cybern. Syst., 2022
Subject-Independent Classification of P300 Event-Related Potentials Using a Small Number of Training Subjects.
IEEE Trans. Hum. Mach. Syst., 2022
Subject-Independent Classification of Motor Imagery Tasks in EEG Using Multisubject Ensemble CNN.
IEEE Access, 2022
Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022
2021
A Novel Human-Robot Interaction Framework Based on Telegram and Programming by Demonstration.
Proceedings of the Robot Intelligence Technology and Applications 6, 2021
A System For Drivers' Cognitive Load Estimation Based On Deep Convolutional Neural Networks and Facial Feature Analysis.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021
Is Riemannian Geometry Better than Euclidean in Averaging Covariance Matrices for CSP-based Subject-Independent Classification of Motor Imagery?
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Data Augmentation for P300-based Brain-Computer Interfaces Using Generative Adversarial Networks.
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021
Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021
2020
A Brute-Force CNN Model Selection for Accurate Classification of Sensorimotor Rhythms in BCIs.
IEEE Access, 2020
On the Classification of Electromyography Signals to Control a Four Degree-Of-Freedom Prosthetic Device.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Design and Optimization of a Real-Time Asynchronous BCI Control Strategy for Robotic Manipulator Assistance.
Proceedings of the 8th International Winter Conference on Brain-Computer Interface, 2020
2019
Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces.
IEEE J. Biomed. Health Informatics, 2019
Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis for Cost-Sensitive Binary Classification.
IEEE Signal Process. Lett., 2019
Design and Optimization of a BCI-Driven Telepresence Robot Through Programming by Demonstration.
IEEE Access, 2019
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019
2018
Proceedings of the Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction, 2018
Trained by demonstration humanoid robot controlled via a BCI system for telepresence.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018
Feature extraction and real-time recognition of hand motion intentions from EMGs via artificial neural networks.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018
Cross-correlation between HbO and HbR as an effective feature of motion artifact in fNIRS signal.
Proceedings of the 6th International Conference on Brain-Computer Interface, 2018
2017
Design and evaluation of a P300 visual brain-computer interface speller in cyrillic characters.
Proceedings of the 26th IEEE International Symposium on Robot and Human Interactive Communication, 2017
fNIRS motion artifact correction for overground walking using entropy based unbalanced optode decision and wavelet regression neural network.
Proceedings of the 2017 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2017
Design and evaluation of a P300-ERP based BCI system for real-time control of a mobile robot.
Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017
Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017
2016
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016
2013
A Study on Stroke Rehabilitation through Task-Oriented Control of a Haptic Device via Near-Infrared Spectroscopy-Based BCI.
CoRR, 2013
Cortical activation pattern for grasping during observation, imagery, execution, FES, and observation-FES integrated BCI: An fNIRS pilot study.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013
The beginning of neurohaptics: Controlling cognitive interaction via brain haptic interface.
Proceedings of the International Winter Workshop on Brain-Computer Interface, 2013
2012
J. Medical Syst., 2012
2011
J. Medical Syst., 2011
2010
Seizure Detection in Temporal Lobe Epileptic EEGs Using the Best Basis Wavelet Functions.
J. Medical Syst., 2010
Epileptic Spike Detection Using Continuous Wavelet Transforms and Artificial Neural Networks.
Int. J. Wavelets Multiresolution Inf. Process., 2010
Classification of Cardiac Arrhythmias using Biorthogonal Wavelets and Support Vector Machines.
Int. J. Adv. Comp. Techn., 2010
A Simple Wavelet Method for Automated Detection of Epileptic Neural Spikes in Electroencephalogram.
Adv. Inf. Sci. Serv. Sci., 2010
2009
Epileptic Seizures Detection Using Continuous Time Wavelet Based Artificial Neural Networks.
Proceedings of the Sixth International Conference on Information Technology: New Generations, 2009
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009