Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Silvia Ortin"'
Autor:
Silvia Ortín, Miguel C. Soriano, Christian Tetzlaff, Florentin Wörgötter, Ingo Fischer, Claudio R. Mirasso, Apostolos Argyris
Publikováno v:
Frontiers in Physics, Vol 11 (2023)
The implementation of machine learning concepts using optoelectronic and photonic components is rapidly advancing. Here, we use the recently introduced notion of optical dendritic structures, which aspires to transfer neurobiological principles to ph
Externí odkaz:
https://doaj.org/article/c1c4d9f566ee468caaed25bc985c6fdc
Publikováno v:
Vrije Universiteit Brussel
Reservoir Computing (RC) is a promising general framework for processing high bit-rate data streams [1]. The basic idea behind RC is the expansion of an original complex problem (input data), onto the higher dimensional phase space of the reservoir,
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::970a041e49490132c5d038f84de8087e
https://biblio.vub.ac.be/vubir/information-processing-using-an-electrooptic-oscillator-subject-to-multiple-delay-lines(d8696d14-6e4c-48bb-bf4f-7a3e2932a795).html
https://biblio.vub.ac.be/vubir/information-processing-using-an-electrooptic-oscillator-subject-to-multiple-delay-lines(d8696d14-6e4c-48bb-bf4f-7a3e2932a795).html
Autor:
Silvia Ortín, Luis Pesquera
Publikováno v:
Frontiers in Physics, Vol 7 (2019)
We study the role of the system response time in the computational capacity of delay-based reservoir computers. Photonic hardware implementation of these systems offers high processing speed. However, delay-based reservoir computers have a trade-off
Externí odkaz:
https://doaj.org/article/1f233a25c5af410b98091c5dc1492934
Publikováno v:
Frontiers in Physics, Vol 7 (2019)
We present a fully automatic and fast ECG arrhythmia classifier based on a simple brain-inspired machine learning approach known as Echo State Networks. Our classifier has a low-demanding feature processing that only requires a single ECG lead. Its t
Externí odkaz:
https://doaj.org/article/8819c6c1d48c456caebd40aab9a765a8
Autor:
Miguel C. Soriano, Guiomar Niso, Jillian Clements, Silvia Ortín, Sira Carrasco, María Gudín, Claudio R. Mirasso, Ernesto Pereda
Publikováno v:
Frontiers in Neuroinformatics, Vol 11 (2017)
Certain differences between brain networks of healthy and epilectic subjects have been reported even during the interictal activity, in which no epileptic seizures occur. Here, magnetoencephalography (MEG) data recorded in the resting state is used t
Externí odkaz:
https://doaj.org/article/1f828173259142139d95fbc4ece857e0
Autor:
Silvia Ortin, Lennert Appeltant, Pesquera, L., Guy Van der Sande, Jan Danckaert, Jose Manuel Gutierrez
Publikováno v:
Vrije Universiteit Brussel
no abstract available
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::6c4139b5764f186c5c70aaf02b19fd09
https://researchportal.vub.be/en/publications/41e31e94-a8d4-4a7e-8a30-1b456b1e5f5f
https://researchportal.vub.be/en/publications/41e31e94-a8d4-4a7e-8a30-1b456b1e5f5f