2 results found Sort:

pvlachas
RNN-RC-Chaos pvlachas
35
89
unknown
1
RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.
rc esn rnn chaos rnn-gru rnn-lstm lorenz-3d lorenz-96 forecasting rnn-tensorflow backpropagation reservoir-computer echo-state-networks reservoir-computing kuramoto-sivashinsky recurrent-neural-networks
Created 2020-02-22
26 commits to master branch, last one 3 years ago
pvlachas
RNN-Lyapunov-Spectrum pvlachas
10
40
unknown
2
A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.
rnn-gru rnn-pytorch lyapunov-spectrum lyapunov-exponents
Created 2020-04-24
24 commits to master branch, last one 3 years ago