Nesma M. Rezk

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 6

Top Topics

Quantization Error

Long Short Term Memory

Recurrent Neural Networks

Top Venues

J. Syst. Archit.

Publications

Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani
MOHAQ: Multi-Objective Hardware-Aware Quantization of recurrent neural networks. J. Syst. Archit. 133 (2022)
Nesma M. Rezk, Tomas Nordström, Zain Ul-Abdin
Shrink and Eliminate: A Study of Post-Training Quantization and Repeated Operations Elimination in RNN Models. Inf. 13 (4) (2022)
Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani
Multi-objective Recurrent Neural Networks Optimization for the Edge - a Quantization-based Approach. CoRR (2021)
Nesma M. Rezk, Madhura Purnaprajna, Tomas Nordström, Zain Ul-Abdin
Recurrent Neural Networks: An Embedded Computing Perspective. IEEE Access 8 (2020)
Nesma M. Rezk, Madhura Purnaprajna, Tomas Nordström, Zain Ul-Abdin
Recurrent Neural Networks: An Embedded Computing Perspective. CoRR (2019)
Nesma M. Rezk, Madhura Purnaprajna, Zain Ul-Abdin
Streaming Tiles: Flexible Implementation of Convolution Neural Networks Inference on Manycore Architectures. IPDPS Workshops (2018)
Nesma M. Rezk, Yousra Alkabani, Hassan Bedour, Sherif Hammad
Swarm Robotics Obstacle Avoidance: A Progressive Minimal Criteria Novelty Search-Based Approach. EPIA (2015)