¿Qué es el Reservoir Computing?

(English subtitles available)


RECURSOS:
Artículos:
Recent Advances in Physical Reservoir Computing: A Review, Gohei Tanaka et al., arXiV (2018). https://arxiv.org/abs/1808.04962
Advances in photonic reservoir computing, Guy Van der Sande et al., Nanophotonics (2017). https://www.degruyter.com/view/j/nano...
Information processing using a single dynamical node as complex system, L. Appeltant et al., Nature Communications 2 (2011). https://www.nature.com/articles/ncomm...
Reservoir computing with a single delay-coupled non-linear mechanical oscillator, Guillaume Dion et al., Journal of Applied Physics 124, 152132 (2018). https://aip.scitation.org/doi/10.1063...
Parallel photonic information processing at gigabyte per second data rates using transient states, Daniel Brunner et al., Nature Communications 4 (2013). https://www.nature.com/articles/ncomm...

Web:
Breve Historia de las Redes Neuronales Artificiales, Juan Ignacio Bagnato. http://www.aprendemachinelearning.com...
Human Brain Project: https://www.humanbrainproject.eu/en/

Vídeos:
¿Qué es una Red Neuronal? Parte 1 : La Neurona, DotCSV.    • ¿Qué es una Red Neuronal?  Parte 1 : ...  
Reservoir Computing based on Delay-dynamical Systems, Lennert Appeltant.    • Reservoir Computing based on Delay-dy...  


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CREDITOS
Colaboradores: Irene Estébanez, Rodrigo Martínez y Pau Massuti
Intro music: Alberto Pueyo
Música: www.bensound.com
Edición: Adrián García
Computer: Freepik for www.flaticon.com


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