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All-optical neuromorphic computing in optical networks of semiconductor lasers

AuthorsBrunner, Daniel ; Reitzenstein, Stephan; Fischer, Ingo
Issue Date2016
PublisherInstitute of Electrical and Electronics Engineers
Citation2016 IEEE International Conference on Rebooting Computing (ICRC) (2016)
AbstractNetworks of interconnected nodes are at the heart of every neural network concept. While neural networks have been implemented in various hardware systems, the efficient realization of such networks still represents a major challenge. We demonstrate the implementation of an all-optical network scheme based on holographic coupling and induce complex spatio-temporal transients with Gigahertz bandwidth. Our scheme illustrates the potential of such all-optical systems for future neural network implementations.
DescriptionIEEE International Conference on Rebooting Computing. ICRC (17-19 oct. 2016).
Publisher version (URL)http://doi.org/10.1109/ICRC.2016.7738705
Appears in Collections:(IFISC) Libros y partes de libros
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