¿Qué es el Reservoir Computing?
Channel: Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)
Date: 2019-04-26

(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/nanoph.2017.6.issue-3/nanoph-2016-0132/nanoph-2016-0132.xml
Information processing using a single dynamical node as complex system, L. Appeltant et al., Nature Communications 2 (2011). https://www.nature.com/articles/ncomms1476
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/10.1063/1.5038038
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/ncomms2368

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

- Vídeos: 
¿Qué es una Red Neuronal? Parte 1 : La Neurona, DotCSV. https://www.youtube.com/watch?v=MRIv2IwFTPg
Reservoir Computing based on Delay-dynamical Systems, Lennert Appeltant. https://www.youtube.com/watch?v=5AfJaQlPWMU&list=PLF2Yn9rFDgcFQbzCzuMLxeWrq3HOfxDFw


REDES SOCIALES
- Twitter: https://twitter.com/IFISC_mallorca
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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 


https://ifisc.uib-csic.es
#sistemascomplejos #reservoircomputing