HyT-NAS: Hybrid Transformers Neural Architecture Search for Edge Devices
Mecharbat, Lotfi Abdelkrim, Benmeziane, Hadjer, Ouarnoughi, Hamza, Niar, Smail
Year of Publication 08.03.2023
Year of Publication 08.03.2023
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Journal Article
Two-level caches tuning technique for energy consumption in reconfigurable embedded MPSoC
Bengueddach, A., Senouci, B., Niar, S., Beldjilali, B.
Published in Journal of systems architecture (01.09.2013)
Published in Journal of systems architecture (01.09.2013)
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Journal Article
Combining Neural Architecture Search and Automatic Code Optimization: A Survey
Bachiri, Inas, Benmeziane, Hadjer, Niar, Smail, Baghdadi, Riyadh, Ouarnoughi, Hamza, Aries, Abdelkrime
Year of Publication 07.08.2024
Year of Publication 07.08.2024
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Journal Article
DfuseNAS: A Diffusion-Based Neural Architecture Search
Mecharbat, Lotfi Abdelkrim, Benmeziane, Hadjer, Ouarnoughi, Hamza, Niar, Smail, Maghraoui, Kaoutar El
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
Published in 2024 International Joint Conference on Neural Networks (IJCNN) (30.06.2024)
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Conference Proceeding
A survey of cross-layer power-reliability tradeoffs in multi and many core systems-on-chip
Eltawil, Ahmed A., Engel, Michael, Geuskens, Bibiche, Djahromi, Amin Khajeh, Kurdahi, Fadi J., Marwedel, Peter, Niar, Smail, Saghir, Mazen A.R.
Published in Microprocessors and microsystems (01.11.2013)
Published in Microprocessors and microsystems (01.11.2013)
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Journal Article
Parity-based mono-Copy Cache for low power consumption and high reliability
Alouani, I., Niar, S., Kurdahi, F., Abid, M.
Published in 2012 23rd IEEE International Symposium on Rapid System Prototyping (RSP) (01.10.2012)
Published in 2012 23rd IEEE International Symposium on Rapid System Prototyping (RSP) (01.10.2012)
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Conference Proceeding
FLASH-RL: Federated Learning Addressing System and Static Heterogeneity using Reinforcement Learning
Bouaziz, Sofiane, Benmeziane, Hadjer, Imine, Youcef, Hamdad, Leila, Niar, Smail, Ouarnoughi, Hamza
Year of Publication 12.11.2023
Year of Publication 12.11.2023
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Journal Article
A fast MPSoC virtual prototyping for intensive signal processing applications
Ben Atitallah, Rabie, Piel, Éric, Niar, Smail, Marquet, Philippe, Dekeyser, Jean-Luc
Published in Microprocessors and microsystems (01.05.2012)
Published in Microprocessors and microsystems (01.05.2012)
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Journal Article
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment
Odema, Mohanad, Bouzidi, Halima, Ouarnoughi, Hamza, Niar, Smail, Faruque, Mohammad Abdullah Al
Year of Publication 16.07.2023
Year of Publication 16.07.2023
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Journal Article
Estimating energy consumption for an MPSoC architectural exploration
BEN ATITALLAH, Rabie, NIAR, Smail, GREINER, Alain, MEFTALI, Samy, LUC DEKEYSER, Jean
Published in Lecture notes in computer science (2006)
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Published in Lecture notes in computer science (2006)
Conference Proceeding
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Niar, Smail, Faruque, Mohammad Abdullah Al
Year of Publication 24.02.2023
Year of Publication 24.02.2023
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Journal Article
Pareto Rank Surrogate Model for Hardware-aware Neural Architecture Search
Benmeziane, Hadjer, Niar, Smail, Ouarnoughi, Hamza, Maghraoui, Kaoutar El
Published in 2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.05.2022)
Published in 2022 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) (01.05.2022)
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Conference Proceeding
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
Bouzidi, Halima, Odema, Mohanad, Ouarnoughi, Hamza, Faruque, Mohammad Abdullah Al, Niar, Smail
Year of Publication 06.12.2022
Year of Publication 06.12.2022
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Journal Article
Message from Program Chair
Published in 2012 15th Euromicro Conference on Digital System Design
(01.09.2012)
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Conference Proceeding
Performance Prediction for Convolutional Neural Networks in Edge Devices
Bouzidi, Halima, Ouarnoughi, Hamza, Niar, Smail, Cadi, Abdessamad Ait El
Year of Publication 21.10.2020
Year of Publication 21.10.2020
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Journal Article
Hybrid system level power consumption estimation for FPGA-based MPSoC
Rethinagiri, S. K., Ben Atitallah, R., Niar, S., Senn, E., Dekeyser, J-C
Published in 2011 IEEE 29th International Conference on Computer Design (ICCD) (01.10.2011)
Published in 2011 IEEE 29th International Conference on Computer Design (ICCD) (01.10.2011)
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Conference Proceeding
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
Benmeziane, Hadjer, Lammie, Corey, Boybat, Irem, Rasch, Malte, Gallo, Manuel Le, Tsai, Hsinyu, Muralidhar, Ramachandran, Niar, Smail, Hamza, Ouarnoughi, Narayanan, Vijay, Sebastian, Abu, Maghraoui, Kaoutar El
Year of Publication 17.05.2023
Year of Publication 17.05.2023
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Journal Article