Berdakh Abibullaev
Publications82
- 1822016
Design and Optimization of an EEG-Based Brain Machine Interface (BMI) to an Upper-Limb Exoskeleton for Stroke Survivors
Article · Frontiers in Neuroscience Q1 · PDF
- 1642023
Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications
Article · IEEE Access Q1 · PDF
- 852010
A New QRS Detection Method Using Wavelets and Artificial Neural Networks
Article · Journal of Medical Systems
- 802012
Classification of frontal cortex haemodynamic responses during cognitive tasks using wavelet transforms and machine learning algorithms
Article · Medical Engineering & Physics
- 712011
Decision Support Algorithm for Diagnosis of ADHD Using Electroencephalograms
Article · Journal of Medical Systems
- 532021
A Systematic Deep Learning Model Selection for P300-Based Brain–Computer Interfaces
Article · IEEE Transactions on Systems Man and Cybernetics Systems Q1
- 392024
Compact convolutional transformer for subject-independent motor imagery EEG-based BCIs
Article · Scientific Reports Q1 · with Наиль Фахрутдинов · PDF
- 362024
Data Constraints and Performance Optimization for Transformer-Based Models in EEG-Based Brain-Computer Interfaces: A Survey
Article · IEEE Access Q1 · Open access
- 322019
Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain–Computer Interfaces
Article · IEEE Journal of Biomedical and Health Informatics Q1 · PDF
- 322013
Minimizing inter-subject variability in fNIRS-based brain–computer interfaces via multiple-kernel support vector learning
Article · Medical Engineering & Physics · PDF
- 312011
Neural Network Classification of Brain Hemodynamic Responses from Four Mental Tasks
Article · International Journal of Optomechatronics · PDF
- 282013
Cortical activation pattern for grasping during observation, imagery, execution, FES, and observation-FES integrated BCI: An fNIRS pilot study
Talk · Annual International Conference of the IEEE Engineering in Medicine and Biology Society
- 262023
Exploring the Potential of Attention Mechanism-Based Deep Learning for Robust Subject-Independent Motor-Imagery Based BCIs
Article · IEEE Access Q1 · PDF
- 262017
Design and evaluation of a P300-ERP based BCI system for real-time control of a mobile robot
Talk · International Winter Conference on Brain-Computer Interface · Open access
- 262010
EPILEPTIC SPIKE DETECTION USING CONTINUOUS WAVELET TRANSFORMS AND ARTIFICIAL NEURAL NETWORKS
Article · International Journal of Wavelets Multiresolution and Information Processing
- 262009
Seizure Detection in Temporal Lobe Epileptic EEGs Using the Best Basis Wavelet Functions
Article · Journal of Medical Systems
- 242020
A Brute-Force CNN Model Selection for Accurate Classification of Sensorimotor Rhythms in BCIs
Article · IEEE Access Q1 · PDF
- 212025
Neurotechnology in Gaming: A Systematic Review of Visual Evoked Potential-Based Brain-Computer Interfaces
Review · IEEE Access Q1 · with Zhenis Otarbay · Open access
- 192018
Trained by demonstration humanoid robot controlled via a BCI system for telepresence
Talk · International Winter Conference on Brain-Computer Interface · Open access
- 182022
Subject-Independent Classification of P300 Event-Related Potentials Using a Small Number of Training Subjects
Article · IEEE Transactions on Human-Machine Systems Q1
- 182022
Subject-Independent Classification of Motor Imagery Tasks in EEG Using Multisubject Ensemble CNN
Article · IEEE Access Q1 · PDF
- 182016
Design and evaluation of action observation and motor imagery based BCIs using Near-Infrared Spectroscopy
Article · Measurement Q1 · Open access
- 182015
EEG Source Imaging in Partial Epilepsy in Comparison with Presurgical Evaluation and Magnetoencephalography
Article · Journal of Clinical Neurology · PDF
- 182010
Analysis of attention deficit hyperactivity disorder in EEG using wavelet transform and self organizing maps
Talk · International Conference on Control, Automation and Systems