Zain Ul-Abdin

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Recurrent Neural Networks

Top Venues

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)
Süleyman Savas, Zain Ul-Abdin, Tomas Nordström
A framework to generate domain-specific manycore architectures from dataflow programs. Microprocess. Microsystems 72 (2020)
Zain Ul-Abdin, Ahmed Rachid
Modeling, Identification and Control of Photovoltaic/Thermal Solar Panel. CCTA (2020)
Süleyman Savas, Yassin Atwa, Tomas Nordström, Zain Ul-Abdin
Using Harmonized Parabolic Synthesis to Implement a Single-Precision Floating-Point Square Root Unit. ISVLSI (2019)
Nesma M. Rezk, Madhura Purnaprajna, Tomas Nordström, Zain Ul-Abdin
Recurrent Neural Networks: An Embedded Computing Perspective. CoRR (2019)
Süleyman Savas, Zain Ul-Abdin, Tomas Nordström
Designing Domain-Specific Heterogeneous Architectures from Dataflow Programs. Comput. 7 (2) (2018)
Nesma M. Rezk, Madhura Purnaprajna, Zain Ul-Abdin
Streaming Tiles: Flexible Implementation of Convolution Neural Networks Inference on Manycore Architectures. IPDPS Workshops (2018)
Essayas Gebrewahid, Zain Ul-Abdin
Actor fission transformations for executing dataflow programs on manycores. FDL (2017)
Süleyman Savas, Erik Hertz, Tomas Nordström, Zain Ul-Abdin
Efficient Single-Precision Floating-Point Division Using Harmonized Parabolic Synthesis. ISVLSI (2017)