CORDIS Project
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This project focuses on developing nanophotonic reservoir computing to enhance massively parallel information processing. By leveraging the unique properties of light and photonic components, the project aims to create efficient hardware implementations for machine learning tasks, improving speed and power efficiency i…
In this project we will develop nanophotonic reservoir computing as a novel paradigm for massively parallel information processing.
Reservoir computing is a recently proposed methodology from the field of machine learning and neural networks which has been used successfully in several pattern classification problems, like speech and image recognition.
However, it has so far mainly been used in a software implementation which limits its speed and power efficiency.
Photonics could provide an excel…
UNIVERSITEIT GENT
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