Výsledky vyhledávání - "Rosa, Carla C."

Akademický článek

Exploring the hidden dimensions of an optical extreme learning machine

Autor: Silva Duarte, Ferreira Tiago, Moreira Felipe C., Rosa Carla C., Guerreiro Ariel, Silva Nuno A.

Publikováno v: Journal of the European Optical Society-Rapid Publications, Vol 19, Iss 1, p 8 (2023)

Extreme Learning Machines (ELMs) are a versatile Machine Learning (ML) algorithm that features as the main advantage the possibility of a seamless implementation with physical systems. Yet, despite the success of the physical implementations of ELMs,

Externí odkaz: https://doaj.org/article/0e7315c4345f4ced96789859a8f09828

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Akademický článek

Optical fiber tips for biological applications: From light confinement, biosensing to bioparticles manipulation

Autor: Paiva, Joana S., Jorge, Pedro A.S., Rosa, Carla C., Cunha, João P.S.

Publikováno v: In BBA - General Subjects May 2018 1862(5):1209-1246

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Akademický článek

Unravelling an optical extreme learning machine

Autor: Silva Duarte, Silva Nuno A., Ferreira Tiago D., Rosa Carla C., Guerreiro Ariel

Publikováno v: EPJ Web of Conferences, Vol 266, p 13034 (2022)

Extreme learning machines (ELMs) are a versatile machine learning technique that can be seamlessly implemented with optical systems. In short, they can be described as a network of hidden neurons with random fixed weights and biases, that generate a

Externí odkaz: https://doaj.org/article/1d3a514740ce42e6ba38fbda06b5437f

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