Berdakh Abibullaev

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 34

Top Topics

Discriminant Analysis

Robust Classification

Top Venues

Pattern Recognit. Lett.

Publications

Aigerim Keutayeva, Berdakh Abibullaev
Data Constraints and Performance Optimization for Transformer-Based Models in EEG-Based Brain-Computer Interfaces: A Survey. IEEE Access 12 (2024)
Aigerim Keutayeva, Berdakh Abibullaev
Exploring the Potential of Attention Mechanism-Based Deep Learning for Robust Subject-Independent Motor-Imagery Based BCIs. IEEE Access 11 (2023)
Aigerim Keutayeva, Berdakh Abibullaev
Subject-Independent Brain-Computer Interfaces: A Comparative Study of Attention Mechanism-Driven Deep Learning Models. IHCI (1) (2023)
Berdakh Abibullaev, Aigerim Keutayeva, Amin Zollanvari
Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications. IEEE Access 11 (2023)
Vladislav Mun, Berdakh Abibullaev
Explainable Deep Learning for Brain-Computer Interfaces through Layerwise Relevance Propagation. BCI (2023)
Irina Dolzhikova, Berdakh Abibullaev, Amin Zollanvari
A Jackknife-Inspired Deep Learning Approach to Subject-Independent Classification of EEG. Pattern Recognit. Lett. 176 (2023)
Berdakh Abibullaev, Amin Zollanvari
A Systematic Deep Learning Model Selection for P300-Based Brain-Computer Interfaces. IEEE Trans. Syst. Man Cybern. Syst. 52 (5) (2022)
Berdakh Abibullaev, Kassymzhomart Kunanbayev, Amin Zollanvari
Subject-Independent Classification of P300 Event-Related Potentials Using a Small Number of Training Subjects. IEEE Trans. Hum. Mach. Syst. 52 (5) (2022)
Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
Subject-Independent Classification of Motor Imagery Tasks in EEG Using Multisubject Ensemble CNN. IEEE Access 10 (2022)
Irina Dolzhikova, Berdakh Abibullaev, Amin Zollanvari
An Ensemble of Convolutional Neural Networks for Zero-Calibration ERP-Based BCIs. BCI (2022)
Irina Dolzhikova, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
An Ensemble CNN for Subject-Independent Classification of Motor Imagery-based EEG. EMBC (2021)
Kassymzhomart Kunanbayev, Berdakh Abibullaev, Amin Zollanvari
Data Augmentation for P300-based Brain-Computer Interfaces Using Generative Adversarial Networks. BCI (2021)
Yassawe Kainolda, Berdakh Abibullaev, Reza Sameni, Amin Zollanvari
Is Riemannian Geometry Better than Euclidean in Averaging Covariance Matrices for CSP-based Subject-Independent Classification of Motor Imagery? EMBC (2021)
Amin Zollanvari, Berdakh Abibullaev
Bias correction for linear discriminant analysis. Pattern Recognit. Lett. 151 (2021)
Mukhamet Nurpeiissov, Berdakh Abibullaev, Tohid Alizadeh
A Novel Human-Robot Interaction Framework Based on Telegram and Programming by Demonstration. RiTA (2021)
Kassymzhomart Kunanbayev, Dias Azhigulov, Berdakh Abibullaev, Amin Zollanvari
Deep Transfer Learning for Subject-Independent ERP-based BCIs. BCI (2021)
Shyngyskhan Abilkassov, Merey Kairgaliyev, Bauyrzhan Zhakanov, Berdakh Abibullaev
A System For Drivers' Cognitive Load Estimation Based On Deep Convolutional Neural Networks and Facial Feature Analysis. ICIT (2021)
Berdakh Abibullaev, Irina Dolzhikova, Amin Zollanvari
A Brute-Force CNN Model Selection for Accurate Classification of Sensorimotor Rhythms in BCIs. IEEE Access 8 (2020)
Batyrkhan Saduanov, Dana Tokmurzina, Kassymzhomart Kunanbayev, Berdakh Abibullaev
Design and Optimization of a Real-Time Asynchronous BCI Control Strategy for Robotic Manipulator Assistance. BCI (2020)
Artemiy Oleinikov, Berdakh Abibullaev, Michele Folgheraiter
On the Classification of Electromyography Signals to Control a Four Degree-Of-Freedom Prosthetic Device. EMBC (2020)
Berdakh Abibullaev, Amin Zollanvari
Learning Discriminative Spatiospectral Features of ERPs for Accurate Brain-Computer Interfaces. IEEE J. Biomed. Health Informatics 23 (5) (2019)
Adilet Tuleuov, Berdakh Abibullaev
Deep Learning Models for Subject-Independent ERP-based Brain-Computer Interfaces. NER (2019)
Berdakh Abibullaev, Yerzhan Orazayev, Amin Zollanvari
Novel Spatiospectral Features of ERPs Enhances Brain-Computer Interfaces. BCI (2019)
Berdakh Abibullaev, Amin Zollanvari, Batyrkhan Saduanov, Tohid Alizadeh
Design and Optimization of a BCI-Driven Telepresence Robot Through Programming by Demonstration. IEEE Access 7 (2019)
Amin Zollanvari, Muratkhan Abdirash, Aresh Dadlani, Berdakh Abibullaev
Asymptotically Bias-Corrected Regularized Linear Discriminant Analysis for Cost-Sensitive Binary Classification. IEEE Signal Process. Lett. 26 (9) (2019)
Artemiy Oleinikov, Berdakh Abibullaev, Almas Shintemirov, Michele Folgheraiter
Feature extraction and real-time recognition of hand motion intentions from EMGs via artificial neural networks. BCI (2018)
Batyrkhan Saduanov, Dana Tokmurzina, Tohid Alizadeh, Berdakh Abibullaev
Brain-Computer Interface Humanoid Pre-trained for Interaction with People. HRI (Companion) (2018)
Batyrkhan Saduanov, Tohid Alizadeh, Jinung An, Berdakh Abibullaev
Trained by demonstration humanoid robot controlled via a BCI system for telepresence. BCI (2018)
Gihyoun Lee, Sang Hyeon Jin, Seong Tae Yang, Jinung An, Berdakh Abibullaev
Cross-correlation between HbO and HbR as an effective feature of motion artifact in fNIRS signal. BCI (2018)
Gihyoun Lee, Sang Hyeon Jin, Seung Hyun Lee, Berdakh Abibullaev, Jinung An
fNIRS motion artifact correction for overground walking using entropy based unbalanced optode decision and wavelet regression neural network. MFI (2017)
Berdakh Abibullaev
Learning suite of kernel feature spaces enhances SMR-based EEG-BCI classification. BCI (2017)
Damir Nurseitov, Abzal Serekov, Almas Shintemirov, Berdakh Abibullaev
Design and evaluation of a P300-ERP based BCI system for real-time control of a mobile robot. BCI (2017)
Arailym Zhumadilova, Dana Tokmurzina, Akbay Kuderbekov, Berdakh Abibullaev
Design and evaluation of a P300 visual brain-computer interface speller in cyrillic characters. RO-MAN (2017)
Berdakh Abibullaev, Jinung An
On Robust Classification of Hemodynamic Signals for BCIs via Multiple Kernel ν-SVM. IROS (2016)
Jinung An, Sang Hyeon Jin, Seung Hyun Lee, Gwanghee Jang, Berdakh Abibullaev, Hyunju Lee, Jeon-Il Moon
Cortical activation pattern for grasping during observation, imagery, execution, FES, and observation-FES integrated BCI: An fNIRS pilot study. EMBC (2013)
Jinung An, Seung Hyun Lee, Sang Hyeon Jin, Berdakh Abibullaev, Gwanghee Jang, Jaehyun Ahn, Hyunju Lee, Jeon-Il Moon
The beginning of neurohaptics: Controlling cognitive interaction via brain haptic interface. BCI (2013)
Berdakh Abibullaev, Jinung An, Seung-Hyun Lee, R. S. Jamisola, Jeon-Il Moon
A Study on Stroke Rehabilitation through Task-Oriented Control of a Haptic Device via Near-Infrared Spectroscopy-Based BCI. CoRR (2013)
Berdakh Abibullaev, Jinung An
Decision Support Algorithm for Diagnosis of ADHD Using Electroencephalograms. J. Medical Syst. 36 (4) (2012)
Berdakh Abibullaev, Hee Don Seo
A New QRS Detection Method Using Wavelets and Artificial Neural Networks. J. Medical Syst. 35 (4) (2011)
Berdakh Abibullaev, Won-Seok Kang, Seung-Hyun Lee, Jinung An
A Simple Wavelet Method for Automated Detection of Epileptic Neural Spikes in Electroencephalogram. Adv. Inf. Sci. Serv. Sci. 2 (2) (2010)
Berdakh Abibullaev, Hee Don Seo, Min Soo Kim
Epileptic Spike Detection Using Continuous Wavelet Transforms and Artificial Neural Networks. Int. J. Wavelets Multiresolution Inf. Process. 8 (1) (2010)
Berdakh Abibullaev, Min Soo Kim, Hee Don Seo
Seizure Detection in Temporal Lobe Epileptic EEGs Using the Best Basis Wavelet Functions. J. Medical Syst. 34 (4) (2010)
Berdakh Abibullaev, Won-Seok Kang, Seung-Hyun Lee, Jinung An
Classification of Cardiac Arrhythmias using Biorthogonal Wavelets and Support Vector Machines. Int. J. Adv. Comp. Techn. 2 (2) (2010)
Berdakh Abibullaev, Hee Don Seo
Epileptic Seizures Detection Using Continuous Time Wavelet Based Artificial Neural Networks. ITNG (2009)
Berdakh Abibullaev, Hee Don Seo, Won-Seok Kang, Jinung An
A wavelet based method for detecting and localizing epileptic neural spikes in EEG. ICIS (2009)