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Energy-efficient and high-bandwidth neuromorphic nanophotonic Chips for Artificial Intelligence systems

Deliverables

Kick-Off Meeting Report

This will collect the outcome of the kick-off meeting.

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Publications

Ultrafast optical integration and pattern classification for neuromorphic photonics based on spiking VCSEL neurons

Author(s): Joshua Robertson, Matěj Hejda, Julián Bueno, Antonio Hurtado
Published in: Scientific Reports, Issue 10/1, 2020, ISSN 2045-2322
DOI: 10.1038/s41598-020-62945-5

Toward Neuromorphic Photonic Networks of Ultrafast Spiking Laser Neurons

Author(s): Joshua Robertson, Ewan Wade, Yasmin Kopp, Julian Bueno, Antonio Hurtado
Published in: IEEE Journal of Selected Topics in Quantum Electronics, Issue 26/1, 2020, Page(s) 1-15, ISSN 1077-260X
DOI: 10.1109/jstqe.2019.2931215

Electrically Controlled Neuron-Like Spiking Regimes in Vertical-Cavity Surface-Emitting Lasers at Ultrafast Rates

Author(s): Joshua Robertson, Ewan Wade, Antonio Hurtado
Published in: IEEE Journal of Selected Topics in Quantum Electronics, Issue 25/6, 2019, Page(s) 1-7, ISSN 1077-260X
DOI: 10.1109/jstqe.2019.2899040

Physical Limits of NanoLEDs and Nanolasers for Optical Communications

Author(s): Bruno Romeira, Andrea Fiore
Published in: Proceedings of the IEEE, 2020, Page(s) 1-14, ISSN 0018-9219
DOI: 10.1109/jproc.2019.2912293

VCSELs for fast neuromorphic photonic systems operating at GHz rates

Author(s): Matěj Hejda, Joshua Robertson, Julián Bueno, Antonio Hurtado
Published in: Optical Fiber Communication Conference (OFC) 2020, 2020, Page(s) T4C.1
DOI: 10.1364/ofc.2020.t4c.1

Ultrafast Emulation of Retinal Neuronal Circuits with Artificial VCSEL Optical Neurons

Author(s): Joshua Robertson, Ewan Wade, Antonio Hurtado
Published in: 2019 IEEE Photonics Conference (IPC), 2019, Page(s) 1-2
DOI: 10.1109/ipcon.2019.8908359