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05/24/2023
High Speed Human Action Recognition using a Photonic Reservoir Computer
The recognition of human actions in videos is one of the most active res...
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12/19/2020
Random pattern and frequency generation using a photonic reservoir computer with output feedback
Reservoir computing is a bio-inspired computing paradigm for processing ...
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12/19/2020
Online training for high-performance analogue readout layers in photonic reservoir computers
Introduction. Reservoir Computing is a bio-inspired computing paradigm f...
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04/06/2020
Human action recognition with a large-scale brain-inspired photonic computer
The recognition of human actions in video streams is a challenging task ...
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04/06/2020
Large-scale spatiotemporal photonic reservoir computer for image classification
We propose a scalable photonic architecture for implementation of feedfo...
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04/06/2020
Bayesian optimisation of large-scale photonic reservoir computers
Introduction. Reservoir computing is a growing paradigm for simplified t...
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02/08/2018
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography
Using the machine learning approach known as reservoir computing, it is ...
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02/06/2018
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation
Reservoir computing is a bio-inspired computing paradigm for processing ...
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10/20/2016
Embodiment of Learning in Electro-Optical Signal Processors
Delay-coupled electro-optical systems have received much attention for t...
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10/20/2016