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- W2804436022 abstract "This chapter presents the last project that I started with the OPERA-Photonique group. We proposes the use of online training in the context of analogue readout layers for photonic reservoir computers. We studied the applicability of this method using numerical simulations of an experimentally feasible reservoir computer with an analogue readout layer. We also considered a nonlinear output layer, which would be very difficult to train with traditional methods. We show numerically that online learning allows to circumvent the added complexity of the analogue layer and obtain the same level of performance as with a digital layer." @default.
- W2804436022 created "2018-06-01" @default.
- W2804436022 creator A5040763929 @default.
- W2804436022 date "2018-01-01" @default.
- W2804436022 modified "2023-09-27" @default.
- W2804436022 title "Towards Online-Trained Analogue Readout Layer" @default.
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- W2804436022 doi "https://doi.org/10.1007/978-3-319-91053-6_5" @default.
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