Nesma M. Rezk

According to our database, Nesma M. Rezk authored at least 6 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

MOHAQ: Multi-Objective Hardware-Aware Quantization of recurrent neural networks.

Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani

J. Syst. Archit., 2022

Shrink and Eliminate: A Study of Post-Training Quantization and Repeated Operations Elimination in RNN Models.

Nesma M. Rezk, Tomas Nordström, Zain Ul-Abdin

Inf., 2022

2021

Multi-objective Recurrent Neural Networks Optimization for the Edge - a Quantization-based Approach.

Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani

CoRR, 2021

2020

Recurrent Neural Networks: An Embedded Computing Perspective.

Nesma M. Rezk, Madhura Purnaprajna, Tomas Nordström, Zain Ul-Abdin

IEEE Access, 2020

2018

Streaming Tiles: Flexible Implementation of Convolution Neural Networks Inference on Manycore Architectures.

Nesma M. Rezk, Madhura Purnaprajna, Zain Ul-Abdin

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2015

Swarm Robotics Obstacle Avoidance: A Progressive Minimal Criteria Novelty Search-Based Approach.

Nesma M. Rezk, Yousra Alkabani, Hassan Bedour, Sherif Hammad

Proceedings of the Progress in Artificial Intelligence, 2015