AK
Aigerim Keutayeva
@aigerim-5
PhD Student in Computer Engineering @ University of Houston, currently working in Transportation Cybersecurity area. You can contact me by email.
Affiliations
Nazarbayev University
2023–2025 · 8 publications
Publications9
- 1652023
Deep Learning in EEG-Based BCIs: A Comprehensive Review of Transformer Models, Advantages, Challenges, and Applications
Article · IEEE Access Q1 · with Berdakh Abibullaev · PDF
- 832023
Integrating Machine Learning Model and Digital Twin System for Additive Manufacturing
Article · IEEE Access · PDF
- 422024
Compact convolutional transformer for subject-independent motor imagery EEG-based BCIs
Article · Scientific Reports Q1 · with Наиль Фахрутдинов, Berdakh Abibullaev · PDF
- 362024
Data Constraints and Performance Optimization for Transformer-Based Models in EEG-Based Brain-Computer Interfaces: A Survey
Article · IEEE Access Q1 · with Berdakh Abibullaev · Open access
- 262023
Exploring the Potential of Attention Mechanism-Based Deep Learning for Robust Subject-Independent Motor-Imagery Based BCIs
Article · IEEE Access Q1 · with Berdakh Abibullaev · PDF
- 212025
Neurotechnology in Gaming: A Systematic Review of Visual Evoked Potential-Based Brain-Computer Interfaces
Review · IEEE Access Q1 · with Zhenis Otarbay, Berdakh Abibullaev · Open access
- 12024
Evolving Trends and Future Prospects of Transformer Models in EEG-Based Motor-Imagery BCI Systems
Book chapter · Springer eBooks · with Berdakh Abibullaev
- 12024
Subject-Independent Brain-Computer Interfaces: A Comparative Study of Attention Mechanism-Driven Deep Learning Models
Talk · Lecture notes in computer science · with Berdakh Abibullaev
- —2025
Visual Evoked Potentials in Neurofeedback: Advancing Cognitive Control in ADHD Through Therapeutic Gaming
Book chapter · Springer eBooks · with Berdakh Abibullaev