Author

B. Elhalawany

2 papers indexed here

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Open access Sep 2026

NeuroStream: spectral-spatio-temporal deep learning for visual stimulus classification from EEG

A novel Spectral-Spatio-Temporal (SST) representation that transforms raw EEG signals into a structured, video-like format and introduces the NeuroStream-SST framework, featuring a lightweight deep learning architecture optimized for spatiotemporal feature extraction.

Mohamed Abdelmagid, Marwa Yusuf, B. Elhalawany et al. · Scientific Reports · 0 citations

#federated learning Review Aug 2026

Lightweight AI for UAV-Mounted RIS: An Overview

A comprehensive overview of lightweight AI techniques for UAV-mounted RIS systems, including Reinforcement Learning (RL), meta-learning, meta-learning, Federated Learning (FL), Multi-Armed Bandits (MAB), and energy-aware optimization are provided.

Sherief Hashima, Kohei Hatano, Eiji Takimoto et al. · 0 citations