Mohamed Watfa, Alberto Garcia-Ortiz, Gilles Sassatelli. Designing Compatible Analog Circuits for Equilibrium Propagation: Implementations Using The Adjoint Method and Reciprocity Principles. IEEE Computer Society Annual Symposium on VLSI, Jul 2025, Kalamata, Greece. ⟨lirmm-04959178v2⟩
Mohamed Watfa, Alberto Garcia-Ortiz, Gilles Sassatelli. Low-Rank Equilibrium Propagation: An Online Incremental Learning Architecture for Analog-Based Hardware Accelerators. International Conference on Modern Circuits and Systems Technologies, Jun 2025, Dresden, Germany. ⟨hal-05098393⟩
Aurélie Saulquin, Mazdak Fatahi, Pierre Boulet, Samy Meftali. ModNEF : An Open Source Modular Neuromorphic Emulator for FPGA for Low-Power In-Edge Artificial Intelligence. ACM Transactions on Architecture and Code Optimization, 2025, ⟨10.1145/3730581⟩. ⟨hal-05033844⟩
Jonathan Peters, Philippe Talatchian. Harnessing uncertainty when learning through Equilibrium Propagation in neural networks. 2025. ⟨hal-05017292⟩
Thomas Firmin, Pierre Boulet, El-Ghazali Talbi. Asynchronous Multi-fidelity Hyperparameter Optimization Of Spiking Neural Networks. International Conference on Neuromorphic Systems (ICONS 2024), Jul 2024, Washington, United States. ⟨hal-04781629⟩
Amélie Gruel, Adrien Vincent, Jean Martinet, Sylvain Saïghi. Neuromorphic Event-based Line Detection on SpiNNaker. 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS), Apr 2024, Abu Dhabi, France. pp.36-40, ⟨10.1109/AICAS59952.2024.10595959⟩. ⟨hal-04886230⟩
Pierre Lewden, Adrien Vincent, Jean Tomas, Chip-Hong Chang, Sylvain Saïghi. Effect of Line Resistance of Passive Memristive Crossbars on Spiking Neural Network Performance. 2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS), Apr 2024, Abu Dhabi, France. pp.403-407, ⟨10.1109/AICAS59952.2024.10595965⟩. ⟨hal-04886340⟩
