Implementation of input correlation learning with an optoelectronic dendritic unit

Implementation of input correlation learning with an optoelectronic dendritic unit

The implementation of machine learning concepts using optoelectronic and photonic components is rapidly advancing. Here, we use the recently introduced notion of optical dendritic structures, which aspires to transfer neurobiological principles to photonics computation. In real neurons, plasticity—t...

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Bibliographic Details
Main Authors: Silvia Ortín, Miguel C. Soriano, Christian Tetzlaff, Florentin Wörgötter, Ingo Fischer, Claudio R. Mirasso, Apostolos Argyris
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Physics
Subjects:
optoelectronic system
input correlation learning
optical dendrites
optical computing
coincidence detection
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2023.1112295/full

Internet

https://www.frontiersin.org/articles/10.3389/fphy.2023.1112295/full

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