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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

Electroencephalography (EEG)-based visual classification is a challenging task due to low spatial resolution, complex temporal dynamics, and potential experimental confounds, yet with the recent advances in EEG classification, it offers a cost-effective, portable alternative with millisecond-level temporal resolution t...

Mohamed Abdelmagid, Marwa Yusuf, B. Elhalawany et al. · 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

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