Nael Fasfous

HyVE: A Hybrid Voting-based Eviction Policy for Caches

Andreas Herkersdorf, Thomas Wild, Nguyen Anh Vu Doan, 2020, 2020 IEEE Nordic Circuits and Systems Conference (NorCAS).

Fine-Grained Power Modeling of Multicore Processors Using FFNNs

Andreas Herkersdorf, Nguyen Anh Vu Doan, Thomas Wild, 2020, SAMOS.

OrthrusPE: Runtime Reconfigurable Processing Elements for Binary Neural Networks

Walter Stechele, Nael Fasfous, Alexander Frickenstein, 2020, 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE).

ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks

Walter Stechele, Nael Fasfous, Alexander Frickenstein, 2020, 2020 57th ACM/IEEE Design Automation Conference (DAC).

L2PF - Learning to Prune Faster pdf

Walter Stechele, Nael Fasfous, Alexander Frickenstein, 2021, ArXiv.

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

Heba Khdr, Jörg Henkel, Andreas Herkersdorf, 2021, 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Pruning CNNs for LiDAR-based Perception in Resource Constrained Environments

Walter Stechele, Naveen Shankar Nagaraja, Nael Fasfous, 2021, 2021 IEEE Intelligent Vehicles Symposium Workshops (IV Workshops).

BreakingBED - Breaking Binary and Efficient Deep Neural Networks by Adversarial Attacks

Walter Stechele, Naveen Shankar Nagaraja, Yuankai Wu, 2021, IntelliSys.

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

Walter Stechele, Maurizio Martina, Naveen Shankar Nagaraja, 2021, ACM Trans. Embed. Comput. Syst..

BinaryCoP: Binary Neural Network-based COVID-19 Face-Mask Wear and Positioning Predictor on Edge Devices

Walter Stechele, Nael Fasfous, Alexander Frickenstein, 2021, 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW).

Adversarial Robust Model Compression using In-Train Pruning

Walter Stechele, Christian Wressnegger, Nael Fasfous, 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

Investigating Binary Neural Networks for Traffic Sign Detection and Recognition

Walter Stechele, Naveen Shankar Nagaraja, Nael Fasfous, 2021, 2021 IEEE Intelligent Vehicles Symposium (IV).