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⟩
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⟩
Aurélie Saulquin. ModNEF : An open source Spiking Neural Network Emulator for FPGA. PEPR IA Days, Mar 2025, Gif-sur-Yvette, France. ⟨hal-05396536⟩
El-Ghazali Talbi. Neuromorphic-based metaheuristics: A new generation of low power, low latency and small footprint optimization algorithms. University of Lille; INRIA Lille - Nord Europe. 2025. ⟨hal-05464639⟩
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⟩
Mohamed Watfa, Gilles Sassatelli, Alberto Garcia-Ortiz. End-to-End Analog Edge AI Architecture For Scalable Energy-Efficient On-Chip Learning. 2024. ⟨lirmm-04660507v2⟩
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⟩
Pierre Lewden, Adrien F. Vincent, Jean Tomas, Sylvain Saïghi. On-the-Fly Learning With Mixed-Mode Spiking Neural Network and Passive Memristive Array: Application to Neuromorphic Cameras. IEEE Access, 2023, 11, pp.146103-146121. ⟨10.1109/ACCESS.2023.3346429⟩. ⟨hal-04886290⟩
