Zain Ul-Abdin

12 papers C 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2022 J jnl
MOHAQ: Multi-Objective Hardware-Aware Quantization of recurrent neural networks.
J. Syst. Archit.
Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani
2022 J jnl
Shrink and Eliminate: A Study of Post-Training Quantization and Repeated Operations Elimination in RNN Models.
Inf.
Nesma M. Rezk, Tomas Nordström, Zain Ul-Abdin
2021 J jnl
Multi-objective Recurrent Neural Networks Optimization for the Edge - a Quantization-based Approach.
CoRR
Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani
2020 J jnl
A framework to generate domain-specific manycore architectures from dataflow programs.
Microprocess. Microsystems
Süleyman Savas, Zain Ul-Abdin, Tomas Nordström
2020 J jnl
Recurrent Neural Networks: An Embedded Computing Perspective.
IEEE Access
Nesma M. Rezk, Madhura Purnaprajna, Tomas Nordström, Zain Ul-Abdin
2019 J jnl
Recurrent Neural Networks: An Embedded Computing Perspective.
CoRR
Nesma M. Rezk, Madhura Purnaprajna, Tomas Nordström, Zain Ul-Abdin
2019 — conf
Using Harmonized Parabolic Synthesis to Implement a Single-Precision Floating-Point Square Root Unit.
ISVLSI
Süleyman Savas, Yassin Atwa, Tomas Nordström, Zain Ul-Abdin
2018 J jnl
Designing Domain-Specific Heterogeneous Architectures from Dataflow Programs.
Comput.
Süleyman Savas, Zain Ul-Abdin, Tomas Nordström
2018 — conf
Streaming Tiles: Flexible Implementation of Convolution Neural Networks Inference on Manycore Architectures.
IPDPS Workshops
Nesma M. Rezk, Madhura Purnaprajna, Zain Ul-Abdin
2017 C conf
Actor fission transformations for executing dataflow programs on manycores.
FDL
Essayas Gebrewahid, Zain Ul-Abdin
2017 — conf
Efficient Single-Precision Floating-Point Division Using Harmonized Parabolic Synthesis.
ISVLSI
Süleyman Savas, Erik Hertz, Tomas Nordström, Zain Ul-Abdin
2011 — —
Programming of Coarse-Grained Reconfigurable Architectures.
Zain Ul-Abdin