GitHub - LVF784/rnn_preamp_tcc: Emulation of a tube preamplifier using artificial neural networks [Undergraduate thesis]

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Emulation of a tube preamplifier using artificial neural networks [Undergraduate thesis]

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
B-LSTM		B-LSTM
DATA		DATA
RNN-BPTT		RNN-BPTT
RNN-EKF		RNN-EKF
readme.txt		readme.txt

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The files in this repository are:

DATA - All the data acquired from the prototype used to obtain the thesis results;
RNN-BPTT - Recurrent neural network with two hidden layers trained by the back-propagation through time algorithm [MATLAB];
RNN-EKF - Recurrent neural network with two hidden layers trained by the extended Kalman filter algorithm [MATLAB];
B-LSTM - Long short-term memory network [Python and Tensorflow].