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Wave physics as an analog recurrent neural network

Analog machine learning hardware platforms promise to be faster and more energy efficient than their digital counterparts. Wave physics, as found in acoustics and optics, is a natural candidate for building analog processors for time-varying signals. Here, we identify a mapping between the dynamics...

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Detalles Bibliográficos
Autores principales: Hughes, Tyler W., Williamson, Ian A. D., Minkov, Momchil, Fan, Shanhui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6924985/
https://www.ncbi.nlm.nih.gov/pubmed/31903420
http://dx.doi.org/10.1126/sciadv.aay6946