Lugnan, Alessio
Lugnan, Alessio
Fisica (29/10/12-)
Exploring the potential of self-pulsing optical microresonators for spiking neural networks and sensing
2024-01-01 Biasi, Stefano; Lugnan, Alessio; Micheli, Davide; Pavesi, Lorenzo
Large-scale neural network in passive silicon photonics for biologically plausible learning
2024-01-01 Lugnan, Alessio; Foradori, Alessandro; Biasi, Stefano; Bienstman, Peter; Pavesi, Lorenzo
Leveraging nonlinear dynamics in silicon microring resonator arrays for image classification via reservoir computing
2025-01-01 Foradori, Alessandro; Lugnan, Alessio; Pavesi, Lorenzo; Bienstman, Peter
On-chip photonic neural network for multi-wavelength time-dependent signal processing
2024-01-01 Lugnan, A.; Foradori, A.; Biasi, S.; Bienstman, P.; Pavesi, L.
Photonic Neural Networks Based on Integrated Silicon Microresonators
2024-01-01 Biasi, Stefano; Donati, Giovanni; Lugnan, Alessio; Mancinelli, Mattia; Staffoli, Emiliano; Pavesi, Lorenzo
Reservoir computing with all-optical non-fading memory in a self-pulsing microresonator network
2025-01-01 Lugnan, Alessio; Biasi, Stefano; Foradori, Alessandro; Bienstman, Peter; Pavesi, Lorenzo