Mohamed Watfa

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Publications

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Designing Compatible Analog Circuits for Equilibrium Propagation: Implementations Using The Adjoint Method and Reciprocity Principles

Mohamed Watfa , Alberto Garcia-Ortiz , Gilles Sassatelli

ISVLSI 2025 - IEEE Computer Society Annual Symposium on VLSI, Jul 2025, Kalamata, Greece. pp.1-6, ⟨10.1109/ISVLSI65124.2025.11130216⟩

Communication dans un congrès lirmm-04959178v3
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Low-Rank Equilibrium Propagation: An Online Incremental Learning Architecture for Analog-Based Hardware Accelerators

Mohamed Watfa , Alberto Garcia-Ortiz , Gilles Sassatelli

MOCAST 2025 - 14th International Conference on Modern Circuits and Systems Technologies, Jun 2025, Dresden, Germany. ⟨10.1109/MOCAST65744.2025.11083959⟩

Communication dans un congrès hal-05098393v1
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Energy-Based Analog Neural Network Framework

Mohamed Watfa , Alberto Garcia-Ortiz , Gilles Sassatelli

SOCC 2022 - 35th IEEE International System on Chip Conference, IEEE, Sep 2022, Belfast, United Kingdom. pp.1-6, ⟨10.1109/SOCC56010.2022.9908086⟩

Communication dans un congrès hal-03775570v1