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Bayesian polynomial neural networks and polynomial neural ordinary differential equations

Fig 10

For the Lotka Volterra Oscillator, a second order Bayesian polynomial neural network was trained with Markov Chain Monte Carlo.

To access the convergence and mixing of the Markov Chain, we show the trace plot for all of the expanded polynomial coefficients.

doi: https://doi.org/10.1371/journal.pcbi.1012414.g010