Dorra Ben Khalifa
Publications
Publications
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Automated Fixed-Point Precision Optimization for FPGA SynthesisIEEE Open Journal of Circuits and Systems, 2025, 6, pp.192-204. ⟨10.1109/OJCAS.2025.3580744⟩ |
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Compile-Time Optimization of the Energy Consumption of Numerical ComputationsThe 21st ACM International Conference on Computing Frontiers (CF'24), May 2024, Ischia (Italia), France. ⟨10.1145/3637543.3654759⟩ |
Floating to Fixed-Point Conversion of Deep Neural Networks with Guaranteed Error Bounds125th International Conference of the Catalan Association for Artificial Intelligence, Oct 2023, Barcelona, France. ⟨10.3233/FAIA240423⟩ |
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Rigorous Floating-Point to Fixed-Point Quantization of Deep Neural Networks on STM32 Micro-controllers10th International Conference on Control, Decision and Information Technologies (CoDIT), Jul 2024, Valetta, Malta, France |
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Efficient Implementation of Neural Networks Usual Layers on Fixed-Point Architectures25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems, Jun 2024, Copenhagen, France. ⟨10.1145/3652032.3657578⟩ |
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Fixed-Point Code Synthesis Based on Constraint GenerationWorkshop on Design and Architectures for Signal and Image Processing, Jun 2022, Budapest, Hungary |
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Everything you Need to Know About Reduced Mixed Precision Computation in Numerical Programs2023 |
An Evaluation of POP Performances for Tuning Numerical Programs in Floating-point Arithmetic2020 |
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Fast and efficient bit-level precision tuningComputer Arithmetic. Université de Perpignan, 2021. English. ⟨NNT : 2021PERP0026⟩ |