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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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11/05/2016
A Differentiable Physics Engine for Deep Learning in Robotics
One of the most important fields in robotics is the optimization of cont...
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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
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation
Reservoir Computing is a bio-inspired computing paradigm for processing ...
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09/30/2015
Towards Trainable Media: Using Waves for Neural Network-Style Training
In this paper we study the concept of using the interaction between wave...
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01/12/2015
Photonic Delay Systems as Machine Learning Implementations
Nonlinear photonic delay systems present interesting implementation plat...
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07/24/2014