Prof. Flavio Abreu Araujo Profile

Prof. Flavio Abreu Araujo

FNRS Research Associate at Université catholique de Louvain

SPIE Involvement:

Conference Program Committee | Author

Websites:

Personal Website

Publications (5)

Proceedings Article | 4 October 2024 Presentation

Tailoring the dynamics of spintronic neural networks

Anatole Moureaux, Simon de Wergifosse, Chloé Chopin, Flavio Abreu Araujo

Proceedings Volume PC13119, PC131190G (2024) https://doi.org/10.1117/12.3025608

KEYWORDS: Artificial neural networks, Spintronics, Computer hardware, Ultrafast imaging, Simulations, Signal intensity, Oscillators, Magnetism, Magnetic tunnel junctions, Image classification

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Proceedings Article | 5 October 2023 Presentation

Accelerating the simulations of spintronic oscillators using an unconventional data-driven approach

Simon de Wergifosse, Chloé Chopin, Flavio Abreu Araujo

Proceedings Volume PC12656, PC126560N (2023) https://doi.org/10.1117/12.2676352

KEYWORDS: Simulations, Oscillators, Spintronics, Analytic models, Mathematical modeling, Data modeling, Neurons, Instrument modeling, Computer simulations, Computer hardware

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Proceedings Article | 28 September 2023 Presentation

Spintronics-based neuromorphic computing or how to do more with less!

Flavio Abreu Araujo, Simon de Wergifosse, Chloé Chopin, Anatole Moureaux

Proceedings Volume PC12656, PC126560K (2023) https://doi.org/10.1117/12.2676008

KEYWORDS: Artificial intelligence, Oscillators, Magnetism, Computer hardware, Spintronics, Speech recognition, Silicon, Reservoir computing, Polarizers, Neural networks

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