Dorra Ben Khalifa

8
Documents

Publications

Publications

Image document

Compile-Time Optimization of the Energy Consumption of Numerical Computations

Dorra Ben Khalifa , Matthieu Martel
The 21st ACM International Conference on Computing Frontiers (CF'24), May 2024, Ischia (Italia), France. ⟨10.1145/3637543.3654759⟩
Communication dans un congrès hal-04574817 v1

Floating to Fixed-Point Conversion of Deep Neural Networks with Guaranteed Error Bounds1

Dorra Ben Khalifa , Matthieu Martel
25th International Conference of the Catalan Association for Artificial Intelligence, Oct 2023, Barcelona, France. ⟨10.3233/FAIA240423⟩
Communication dans un congrès hal-04779512 v1
Image document

Rigorous Floating-Point to Fixed-Point Quantization of Deep Neural Networks on STM32 Micro-controllers

Dorra Ben Khalifa , Matthieu Martel
10th International Conference on Control, Decision and Information Technologies (CoDIT), Jul 2024, Valetta, Malta, France
Communication dans un congrès hal-04608059 v1
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Efficient Implementation of Neural Networks Usual Layers on Fixed-Point Architectures

Dorra Ben Khalifa , Matthieu Martel
25th ACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems, Jun 2024, Copenhagen, France. ⟨10.1145/3652032.3657578⟩
Communication dans un congrès hal-04574804 v1
Image document

Fixed-Point Code Synthesis Based on Constraint Generation

Sofiane Bessaï , Dorra Ben Khalifa , Hanane Benmaghnia , Matthieu Martel
Workshop on Design and Architectures for Signal and Image Processing, Jun 2022, Budapest, Hungary
Communication dans un congrès hal-03701116 v1