Dr. Xavier Porte Profile

Dr. Xavier Porte

at FEMTO-ST

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Author

Publications (16)

Proceedings Article | 9 March 2024 Presentation

Scalable integration and application of laser neural networks

Anas Skalli, Adrià Grabulosa i Vallmajó, Romain Lance, Xavier Porte, Daniel Brunner

Proceedings Volume PC12890, PC1289005 (2024) https://doi.org/10.1117/12.2688446

KEYWORDS: Neural networks, Semiconductor lasers, Telecommunications, Telecommunication networks, Integrated optics, Digital electronics, Computing systems, Active optics

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Proceedings Article | 19 April 2023 Presentation

Versatile DMDs as input information platform and trainable weights in optical neural networks

Anas Skalli, Xavier Porte, Daniel Brunner

Proceedings Volume PC12435, PC1243502 (2023) https://doi.org/10.1117/12.2650029

KEYWORDS: Neural networks, Digital micromirror devices, Neurons, Mirrors, Interfaces, Data processing, Computer programming languages, Computer programming, Artificial intelligence

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Proceedings Article | 17 March 2023 Presentation

Fully (implemented, scalable, and parallel) recurrent photonic neural networks in multimode semiconductor lasers

Anas Skalli, Xavier Porte, Nasibeh Haghighi, James Lott, Stephan Reitzenstein, Daniel Brunner

Proceedings Volume PC12438, PC124380G (2023) https://doi.org/10.1117/12.2650070

KEYWORDS: Neural networks, Semiconductor lasers, Neurons, Modes of laser operation, Diffusion, Diffraction, Data processing, Computing systems

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Proceedings Article | 17 March 2023 Presentation

3D additive fabrication for CMOS-compatible integration of scalable neural networks

Adria Grabulosa, Johnny Moughames, Xavier Porte, Daniel Brunner

Proceedings Volume PC12433, PC124330E (2023) https://doi.org/10.1117/12.2650043

KEYWORDS: Neural networks, Additive manufacturing, Two photon polymerization, Neurons, Integrated photonics, Computer networks, CMOS technology

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Proceedings Article | 4 October 2022 Presentation

Computational metrics of an injection-locked large area semiconductor laser for neural network computing (Conference Presentation)

Anas Skalli, Xavier Porte, Nasibeh Haghighi, Stephan Reitzenstein, James Lott, Daniel Brunner

Proceedings Volume PC12204, PC1220408 (2022) https://doi.org/10.1117/12.2633381

KEYWORDS: Semiconductor lasers, Neural networks, Computer networks, Vertical cavity surface emitting lasers, Complex systems, Energy efficiency, Data processing, Computing systems, Artificial neural networks, Analog electronics

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Proceedings Article | 3 October 2022 Presentation + Paper

Realisation of large-scale photonic spiking hardware system

Ria Talukder, Xavier Porte, Daniel Brunner

Proceedings Volume 12204, 122040A (2022) https://doi.org/10.1117/12.2633530

KEYWORDS: Spatial light modulators, Neurons, Cameras, Neural networks, Diffractive optical elements, Photonics systems, MATLAB, Brain, Objectives, Numerical simulations, Artificial intelligence

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Proceedings Article | 3 October 2022 Paper

(3+1)D-printed adiabatic 1-to-N couplers

Adrià Grabulosa, Xavier Porte, Johnny Moughames, Daniel Brunner

Proceedings Volume 12204, 1220404 (2022) https://doi.org/10.1117/12.2632985

KEYWORDS: Waveguides, Wave propagation, Ultraviolet radiation, Cladding, Photoresist materials, Printing, Photonic integrated circuits, Lithography, Refractive index, Polymers

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Proceedings Article | 9 March 2022 Presentation

3D photonic integration for scalable neural network computing

Adria Grabulosa, Johnny Moughames, Xavier Porte, Daniel Brunner

Proceedings Volume PC12019, PC120190C (2022) https://doi.org/10.1117/12.2613357

KEYWORDS: Neural networks, Computer networks, Optical computing, Waveguides, 3D printing, Wave propagation, Two photon polymerization, Refractive index, Printing, Polymers

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Proceedings Article | 1 August 2021 Presentation

Impact of internal noise on deep neural networks

Nadezhda Semenova, Javier Porte, Maxime Jacquot, Laurent Larger, Daniel Brunner

Proceedings Volume 11804, 118041L (2021) https://doi.org/10.1117/12.2594278

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Proceedings Article | 1 August 2021 Presentation

A complete, parallel, and autonomous photonic neural network in a semiconductor multimode laser

Anas Skalli, Javier Porte, Nasibeh Haghighi, Stephan Reitzenstein, James Lott, Daniel Brunner

Proceedings Volume 11804, 1180406 (2021) https://doi.org/10.1117/12.2594646

KEYWORDS: Semiconductor lasers, Neural networks, Semiconductors, Data processing, Vertical cavity surface emitting lasers, Speech recognition, Multimode fibers, Micromirrors, Medical diagnostics, Excel

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Proceedings Article | 1 August 2021 Presentation

Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks

Adrià Grabulosa i Vallmajó, Johnny Moughames, Xavier Porte, Muamer Kadic, Daniel Brunner

Proceedings Volume 11804, 1180405 (2021) https://doi.org/10.1117/12.2593926

KEYWORDS: Neural networks, Two photon polymerization, Waveguides, Integrated optics, Optical interconnects, Additive manufacturing, 3D printing, Ultrafast phenomena, Singular optics, Refractive index

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Proceedings Article | 1 August 2021 Poster + Presentation

Scalable construction of quantum dot arrays using optical tweezers and deep learning

Martin Selin, Adrià Grabulosa, Johnny Moughames, Xavier Porte, Daniel Brunner, Giovanni Volpe

Proceedings Volume 11804, 1180422 (2021) https://doi.org/10.1117/12.2593584

KEYWORDS: Quantum dots, Optical tweezers, Optical arrays, Neural networks, Polymers, Particles, Microscopes, Manufacturing, Gold

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Proceedings Article | 10 March 2021 Presentation

Scalability and noise in (photonic) hardware neural networks

Nadezhda Semenova, Johnny Moughames, Xavier Porte, Muamer Kadic, Laurent Larger, Daniel Brunner

Proceedings Volume 11703, 117030I (2021) https://doi.org/10.1117/12.2585745

KEYWORDS: Neural networks, Wave propagation, Lithography, Waveguides, Two photon polymerization, Statistical analysis, Photonics systems, Neurons, Energy efficiency

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Proceedings Article | 20 August 2020 Presentation

Noise propagation in feedforward and reservoir neural networks

Nadezhda Semenova, Xavier Porte, Maxime Jacquot, Laurent Larger, Daniel Brunner

Proceedings Volume 11469, 114690J (2020) https://doi.org/10.1117/12.2570727

KEYWORDS: Neural networks, Neurons, Numerical simulations, Chaos

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Proceedings Article | 20 August 2020 Presentation

Optically addressed spatial light modulators for photonic neural network implementations

Vladimir Semenov, Xavier Porte, Maxime Jacquot, Laurent Larger, Ibrahim Abdulhalim, Daniel Brunner

Proceedings Volume 11469, 1146905 (2020) https://doi.org/10.1117/12.2570607

KEYWORDS: Neural networks, Optically addressed spatial light modulators, Analog electronics, Energy efficiency, Photonics systems, Data processing, Quantum electronics, Control systems, Wave plates, Mathematical modeling

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Proceedings Article | 9 March 2020 Presentation

Size scalable integration of photonic neural networks (Conference Presentation)

Jhonny Moughames, Javier Porte, Michael Thiel, Muamer Kadic, Daniel Brunner

Proceedings Volume 11274, 112740C (2020) https://doi.org/10.1117/12.2551142

KEYWORDS: Neural networks, Photonics systems, Energy efficiency, Matrix multiplication, Neurons

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Showing 5 of 16 publications

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