Berdakh Abibullaev

Orcid: 0000-0002-8623-5526

According to our database1, Berdakh Abibullaev authored at least 46 papers between 2009 and 2024.

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

Timeline

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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
A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interfaces.
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

An Ensemble of Convolutional Neural Networks for Zero-Calibration ERP-Based BCIs.
Proceedings of the 10th International Winter Conference on Brain-Computer Interface, 2022

2021
Event-Related Potentials (P300, EEG) - BCI dataset.
Dataset, July, 2021

Bias correction for linear discriminant analysis.
Pattern Recognit. Lett., 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

An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG.
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

Deep Transfer Learning for Subject-Independent ERP-based BCIs.
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

Deep Learning Models for Subject-Independent ERP-based Brain-Computer Interfaces.
Proceedings of the 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 2019

Novel Spatiospectral Features of ERPs Enhances Brain-Computer Interfaces.
Proceedings of the 7th International Winter Conference on Brain-Computer Interface, 2019

2018
Brain-Computer Interface Humanoid Pre-trained for Interaction with People.
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

Learning suite of kernel feature spaces enhances SMR-based EEG-BCI classification.
Proceedings of the 5th International Winter Conference on Brain-Computer Interface, 2017

2016
On Robust Classification of Hemodynamic Signals for BCIs via Multiple Kernel ν-SVM.
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
Decision Support Algorithm for Diagnosis of ADHD Using Electroencephalograms.
J. Medical Syst., 2012

2011
A New QRS Detection Method Using Wavelets and Artificial Neural Networks.
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

A wavelet based method for detecting and localizing epileptic neural spikes in EEG.
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009


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