3 papers
cs.LG2025
TFOC-Net: A Short-time Fourier Transform-based Deep Learning Approach for Enhancing Cross-Subject Motor Imagery Classification
Ahmed G. Habashi, Ahmed M. Azab, Seif Eldawlatly +1
Cross-subject motor imagery (CS-MI) classification in brain-computer interfaces (BCIs) is a challenging task due to the significant variability in Electroencephalography (EEG) patt…
cs.CV2024
Dynamics Based Neural Encoding with Inter-Intra Region Connectivity
Mai Gamal, Mohamed Rashad, Eman Ehab +2
Extensive literature has drawn comparisons between recordings of biological neurons in the brain and deep neural networks. This comparative analysis aims to advance and interpret d…
cs.HC2023
A Brain-Computer Interface Augmented Reality Framework with Auto-Adaptive SSVEP Recognition
Yasmine Mustafa, Mohamed Elmahallawy, Tie Luo +1
Brain-Computer Interface (BCI) initially gained attention for developing applications that aid physically impaired individuals. Recently, the idea of integrating BCI with Augmented…