Search Results - "Vatin, Jeremy"
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Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry
Published in Scientific reports (26-11-2020)“…Machine learning offers promising solutions for high-throughput single-particle analysis in label-free imaging microflow cytomtery. However, the throughput of…”
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Journal Article -
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Experimental realization of dual task processing with a photonic reservoir computer
Published in APL photonics (01-08-2020)“…We experimentally demonstrate the possibility to process two tasks in parallel with a photonic reservoir computer based on a vertical-cavity surface-emitting…”
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Journal Article -
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Experimental reservoir computing using VCSEL polarization dynamics
Published in Optics express (24-06-2019)“…We realize an experimental setup of a time-delay reservoir using a VCSEL with optical feedback and optical injection. The VCSEL is operated in the…”
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Journal Article -
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Reservoir Computing using VCSEL Polarization Dynamics
Published in 2019 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC) (01-06-2019)“…The huge amount of data generated everyday motivates the development of new approaches for information processing. Machine-learning is one of these approaches:…”
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Conference Proceeding -
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High-Speed All-Optical Reservoir Computing Using VCSEL Polarization Dynamics
Published in 2018 European Conference on Optical Communication (ECOC) (01-09-2018)“…We design a new time-delay reservoir computer based on VCSELs with optical injection. It benefits from the specific VCSEL polarization dynamics in order to…”
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Conference Proceeding