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of 454
pro vyhledávání: '"Mirasso, Claudio R."'
We design scalable neural networks adapted to translational symmetries in dynamical systems, capable of inferring untrained high-dimensional dynamics for different system sizes. We train these networks to predict the dynamics of delay-dynamical and s
Externí odkaz:
http://arxiv.org/abs/2111.03706
Autor:
Donati, Giovanni, Mirasso, Claudio R., Mancinelli, Mattia, Pavesi, Lorenzo, Argyris, Apostolos
Publikováno v:
Optics Express 30, 1, 522-537 (2022)
Microring resonators (MRRs) are a key photonic component in integrated devices, due to their small size, low insertion losses, and passive operation. While the MRRs have been established for optical filtering in wavelength-multiplexed systems, the no
Externí odkaz:
http://arxiv.org/abs/2109.11486
Reservoir Computing (RC) is an appealing approach in Machine Learning that combines the high computational capabilities of Recurrent Neural Networks with a fast and easy training method. Likewise, successful implementation of neuro-inspired plasticit
Externí odkaz:
http://arxiv.org/abs/2101.05848
Autor:
Susi, Gianluca, Toro, Luis Anton, Canuet, Leonides, Lopez, Maria Eugenia, Maestu, Fernando, Mirasso, Claudio R., Pereda, Ernesto
Humans perform remarkably well in many cognitive tasks including pattern recognition. However, the neuronal mechanisms underlying this process are not well understood. Nevertheless, artificial neural networks, inspired in brain circuits, have been de
Externí odkaz:
http://arxiv.org/abs/1806.10409
Publikováno v:
Phys. Rev. E 95, 052410 (2017)
Anticipated synchronization (AS) is a counter intuitive behavior that has been observed in several systems. When AS establishes in a sender-receiver configuration, the latter can predict the future dynamics of the former for certain parameter values.
Externí odkaz:
http://arxiv.org/abs/1703.03444
Akademický článek
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Akademický článek
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Autor:
Matias, Fernanda S., Gollo, Leonardo L., Carelli, Pedro V., Mirasso, Claudio R., Copelli, Mauro
We investigate the synchronization properties between two excitatory coupled neurons in the presence of an inhibitory loop mediated by an interneuron. Dynamical inhibition together with noise independently applied to each neuron provide phase diversi
Externí odkaz:
http://arxiv.org/abs/1609.04419
Publikováno v:
In Neural Networks December 2020 132:155-165
Publikováno v:
Phys. Rev. E 92, 032911 (2015)
We study anticipated synchronization in two complex Ginzburg-Landau systems coupled in a master-slave configuration. Master and slave systems are ruled by the same autonomous function, but the slave system receives the injection from the master and i
Externí odkaz:
http://arxiv.org/abs/1404.3045