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• W2804711323 abstract "This chapter presents an experiment that was not originally planned as part of my thesis. The project was set up when Michiel Hermans joined our team in 2015 with an idea of implementing the backpropagation training algorithm in hardware, using our opto-electronic reservoir computer with one slight modification. We found that, compared when the backpropagation algorithm is not used, the error rate of the resulting computing device, evaluated on three benchmark tasks, decreases considerably. This demonstrates that electro-optical analog computers can embody a large part of their own training process, allowing them to be applied to new, more difficult tasks." @default.
• W2804711323 created "2018-06-01" @default.
• W2804711323 creator A5040763929 @default.
• W2804711323 date "2018-01-01" @default.
• W2804711323 modified "2023-09-28" @default.
• W2804711323 title "Online Training of a Photonic Reservoir Computer" @default.
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• W2804711323 doi "https://doi.org/10.1007/978-3-319-91053-6_2" @default.
• W2804711323 hasPublicationYear "2018" @default.
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