Photonic-electronic spiking neuron with multi-modal and multi-wavelength excitatory and inhibitory operation for high-speed neuromorphic sensing and computing.
Neuromorph. Comput. Eng., 2024
Optical spike amplitude weighting and neuromimetic rate coding using a joint VCSEL-MRR neuromorphic photonic system.
Neuromorph. Comput. Eng., 2024
Invited: Neuromorphic Architectures Based on Augmented Silicon Photonics Platforms.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024
Brain-inspired nanophotonic spike computing: challenges and prospects.
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Neuromorph. Comput. Eng., September, 2023
Optically-triggered deterministic spiking regimes in nanostructure resonant tunnelling diode-photodetectors.
Neuromorph. Comput. Eng., September, 2023
Interfacing spiking VCSEL-neurons with silicon photonics weight banks towards integrated neuromorphic photonic systems.
CoRR, 2023
VCSEL Based Neuromorphic Computing.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023
Photonic Spiking Neural Networks with Highly Efficient Training Protocols for Ultrafast Neuromorphic Computing Systems.
CoRR, 2022
GHz Rate Neuromorphic Photonic Spiking Neural Network with a Single Vertical-Cavity Surface-Emitting Laser (VCSEL).
CoRR, 2022
Artificial optoelectronic spiking neuron based on a resonant tunnelling diode coupled to a vertical cavity surface emitting laser.
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CoRR, 2022
Photonic neuromorphic computing using vertical cavity semiconductor lasers.
CoRR, 2021
Ultrafast Neuromorphic Photonic Image Processing with a VCSEL Neuron.
CoRR, 2021
Resonant tunnelling diode nano-optoelectronic spiking nodes for neuromorphic information processing.
CoRR, 2021
All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes.
CoRR, 2020
VCSELs for Fast Neuromorphic Photonic Systems Operating at GHz Rates.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020