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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⟩
Dalia Hareb, Jean Martinet, Benoit Miramond. Cross-Modal Neuromorphic Semantic Segmentation based on Knowledge Distillation. International Joint Conference in Neural Network, Jun 2025, Rome, Italy. pp.1-9, ⟨10.1109/IJCNN64981.2025.11227429⟩. ⟨hal-05192745⟩
Mohamed Watfa, Alberto Garcia-Ortiz, Gilles Sassatelli. Low-Rank Equilibrium Propagation: An Online Incremental Learning Architecture for Analog-Based Hardware Accelerators. MOCAST 2025 - 14th International Conference on Modern Circuits and Systems Technologies, Jun 2025, Dresden, Germany. ⟨10.1109/MOCAST65744.2025.11083959⟩. ⟨hal-05098393⟩
Amélie Gruel, Adrien F Vincent, Hong Chang, Sylvain Saïghi. Performance Evaluation of Neuromorphic Visual Attention Based on Proto-Objects. 2025 IEEE 7th International Conference on AI Circuits and Systems (AICAS), Apr 2025, Bordeaux, France. pp.1-5, ⟨10.1109/AICAS64808.2025.11173121⟩. ⟨hal-05344588⟩
Valentin Meunier, Amélie Gruel, Adrien F Vincent, Sylvain Saïghi. Comparison of Hardware-friendly, Audio-to-spikes Cochlear Encoding for Neuromorphic Processing. 2025 IEEE 7th International Conference on AI Circuits and Systems (AICAS), Apr 2025, Bordeaux, France. pp.1-5, ⟨10.1109/AICAS64808.2025.11173106⟩. ⟨hal-05344616⟩
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Jonathan Peters, Philippe Talatchian. Harnessing uncertainty when learning through Equilibrium Propagation in neural networks. 2025. ⟨hal-05017292⟩
Aurélie Saulquin. ModNEF : An open source Spiking Neural Network Emulator for FPGA. PEPR IA Days, Mar 2025, Gif-sur-Yvette, France. ⟨hal-05396536⟩
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