no code implementations • 20 Sep 2023 • Mohamad Fakih, Rouwaida Kanj, Fadi Kurdahi, Mohammed E. Fouda
Automatic Speech Recognition systems have been shown to be vulnerable to adversarial attacks that manipulate the command executed on the device.
no code implementations • 11 Aug 2022 • Mariam Rakka, Mohammed E. Fouda, Pramod Khargonekar, Fadi Kurdahi
Mixed-precision Deep Neural Networks achieve the energy efficiency and throughput needed for hardware deployment, particularly when the resources are limited, without sacrificing accuracy.
no code implementations • 12 Apr 2022 • Mariam Rakka, Mohammed E. Fouda, Rouwaida Kanj, Fadi Kurdahi
Decision trees are considered one of the most powerful tools for data classification.
no code implementations • 8 Sep 2021 • Kamilya Smagulova, Mohammed E. Fouda, Fadi Kurdahi, Khaled Salama, Ahmed Eltawil
The review covers different aspects of hardware and software realization of DNN accelerators, their present limitations, and future prospectives.
no code implementations • 22 Jun 2021 • Amir Hosein Afandizadeh Zargari, Seyed Amir Hossein Aqajari, Hadi Khodabandeh, Amir M. Rahmani, Fadi Kurdahi
A photoplethysmography (PPG) is an uncomplicated and inexpensive optical technique widely used in the healthcare domain to extract valuable health-related information, e. g., heart rate variability, blood pressure, and respiration rate.
1 code implementation • 21 Nov 2020 • Melika Payvand, Mohammed E. Fouda, Fadi Kurdahi, Ahmed M. Eltawil, Emre O. Neftci
Recent breakthroughs in neuromorphic computing show that local forms of gradient descent learning are compatible with Spiking Neural Networks (SNNs) and synaptic plasticity.