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Energy-based analog neural network frameworkFrontiers in Computational Neuroscience, 2023, 17, ⟨10.3389/fncom.2023.1114651⟩ |
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Designing Compatible Analog Circuits for Equilibrium Propagation: Implementations Using The Adjoint Method and Reciprocity PrinciplesISVLSI 2025 - IEEE Computer Society Annual Symposium on VLSI, Jul 2025, Kalamata, Greece. pp.1-6, ⟨10.1109/ISVLSI65124.2025.11130216⟩ |
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Low-Rank Equilibrium Propagation: An Online Incremental Learning Architecture for Analog-Based Hardware AcceleratorsMOCAST 2025 - 14th International Conference on Modern Circuits and Systems Technologies, Jun 2025, Dresden, Germany. ⟨10.1109/MOCAST65744.2025.11083959⟩ |
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Energy-Based Analog Neural Network FrameworkSOCC 2022 - 35th IEEE International System on Chip Conference, IEEE, Sep 2022, Belfast, United Kingdom. pp.1-6, ⟨10.1109/SOCC56010.2022.9908086⟩ |
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Efficient Edge AI Learning with Equilibrium Propagation: A Practical Solution For Gradient ComputationDAC 2026 - 63rd Design Automation Conference, Jul 2026, California, United States. |
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Generative Replay for Equilibrium Propagation: Toward Edge-Friendly Continual Learning in Hopfield Networks2026 |
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End-to-End Analog Edge AI Architecture For Scalable Energy-Efficient On-Chip Learning2024 |