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Hamoud Younes
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2020 – today
- 2022
- [b1]Hamoud Younes:
Embedded Machine Learning: Emphasis on Hardware Accelerators and Approximate Computing for Tactile Data Processing. University of Genoa, Italy, 2022 - [c9]Fouad Sakr, Riccardo Berta, Joseph Doyle
, Hamoud Younes, Alessandro De Gloria, Francesco Bellotti:
Memory Efficient Binary Convolutional Neural Networks on Microcontrollers. EDGE 2022: 169-177 - [c8]Hamoud Younes, Hugo Le Blevec, Mathieu Léonardon, Vincent Gripon:
Inter-Operability of Compression Techniques for Efficient Deployment of CNNs on Microcontrollers. SYSINT 2022: 543-552 - [c7]Fouad Sakr, Hamoud Younes, Joseph Doyle
, Francesco Bellotti, Alessandro De Gloria, Riccardo Berta:
A Tiny CNN for Embedded Electronic Skin Systems. SYSINT 2022: 564-573 - 2021
- [j2]Hamoud Younes
, Ali Ibrahim
, Mostafa Rizk
, Maurizio Valle
:
An Efficient Selection-Based kNN Architecture for Smart Embedded Hardware Accelerators. IEEE Open J. Circuits Syst. 2: 534-545 (2021) - [j1]Hamoud Younes
, Ali Ibrahim
, Mostafa Rizk
, Maurizio Valle
:
A Shallow Neural Network for Real-Time Embedded Machine Learning for Tensorial Tactile Data Processing. IEEE Trans. Circuits Syst. I Regul. Pap. 68(10): 4232-4244 (2021) - [c6]Hamoud Younes, Ali Ibrahim, Mostafa Rizk
, Maurizio Valle:
Efficient FPGA Implementation of Approximate Singular Value Decomposition based on Shallow Neural Networks. AICAS 2021: 1-4 - [c5]Hamoud Younes, Ali Ibrahim, Mostafa Rizk, Maurizio Valle:
Hybrid Fixed-point/Binary Convolutional Neural Network Accelerator for Real-time Tactile Processing. ICECS 2021: 1-5
2010 – 2019
- 2019
- [c4]Mario Osta, Mohamad Alameh
, Hamoud Younes
, Ali Ibrahim, Maurizio Valle:
Energy Efficient Implementation of Machine Learning Algorithms on Hardware Platforms. ICECS 2019: 21-24 - [c3]Hamoud Younes
, Ali Ibrahim, Mostafa Rizk
, Maurizio Valle:
Algorithmic Level Approximate Computing for Machine Learning Classifiers. ICECS 2019: 113-114 - [c2]Hamoud Younes
, Ali Ibrahim
, Mostafa Rizk
, Maurizio Valle:
Data Oriented Approximate K-Nearest Neighbor Classifier for Touch Modality Recognition. PRIME 2019: 241-244 - 2018
- [c1]Hamoud Younes
, Abdel Mehsen Ahmad, Ziad Noun, Mostafa Rizk
, Zouhair El-Bazzal:
Gender and Identity Recognition Using LabView. ICCA 2018: 154-157
Coauthor Index
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