Figure 2.

Gene regulatory network dynamic with $N=3$ genes. The dynamic was generated using a random interaction matrix $J_{ij}$. The top panel shows the continuous time trace of proteins concentration for a random GRN with $n_r=n_a=0.2$. The bottom panel shows the oscillatory dynamic of 3 genes relative to the core clock of an oscillatory network. In both panels, dots show the prediction of the neural network implemented using the first $T=10$ time points and then letting the system evolve on its own. The stochastic data were generated using the Gillespie algorithm.