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Mohammad Shikh-Bahaei

4 accepted papers

2021

Energy Minimization for Federated Learning with IRS-Assisted Over-the-Air Computation

ICASSP 2021accepted

This paper investigates the deployment of federated learning (FL) over an over-the-air computation (AirComp) and intelligent reflecting surface (IRS) based wireless network. In the considered system, devices transmit locally trained machine learning (ML) models to the base station (BS) which aggrega…

Cited by 0SourceScholar
2020

Challenges and Perspectives in Neuromorphic-based Visual IoT Systems and Networks

ICASSP 2020accepted

Neuromorphic sensors, a.k.a. dynamic vision sensors (DVS) or silicon retinas, do not capture full images (frames) at a fixed rate, but asynchronously capture spikes indicating changes of brightness in the scene, following the principles of biological vision and perception in mammals. DVS sensing and…

Cited by 0SourceScholar