Concepedia

Nael Fasfous

NF

5

Publications

63

Citations

5

H-Index

2021

Active since

Affiliations

Technical University of Munich(Current)

Karlsruhe Institute of Technology

Polytechnic University of Turin

BMW Group (Germany)

Nael Fasfous is an author at Technical University of Munich specializing in computer architecture, computer engineering, and computer science.

Top concepts

EngineeringComputer ScienceMachine LearningComputer EngineeringComputer ArchitectureDesignSmart GridForecastingDeep LearningPower Management

Publications per year

2021–2022

5

Publications

5

AnaCoNGA: Analytical HW-CNN Co-Design Using Nested Genetic Algorithms

Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein et al. · 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) · 2022 · 17 citations

Engineering, Machine Learning, Hardware Acceleration +14

Long Short-Term Memory Neural Network-based Power Forecasting of Multi-Core Processors

Mark Sagi, Martin Rapp, Heba Khdr et al. · 2021 · 14 citations

Engineering, Machine Learning, Energy Efficiency +18

Adversarial Robust Model Compression using In-Train Pruning

Manoj-Rohit Vemparala, Nael Fasfous, Alexander Frickenstein et al. · 2021 · 12 citations

HW-FlowQ: A Multi-Abstraction Level HW-CNN Co-design Quantization Methodology

Nael Fasfous, Manoj Rohit Vemparala, Alexander Frickenstein et al. · ACM Transactions on Embedded Computing Systems · 2021 · 10 citations

Accelerating and pruning CNNs for semantic segmentation on FPGA

Pierpaolo Morì, Manoj-Rohit Vemparala, Nael Fasfous et al. · Proceedings of the 59th ACM/IEEE Design Automation Conference · 2022 · 10 citations · Full text

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