Estimation of neural network model parameters from local field potentials (LFPs)
Fig 4
A, Test loss as a function of number of training epochs of the CNN for different simulation lengths. B, Minimal loss (that is, smallest loss in panel A) as a function of simulation length. A function with shape was fitted to the data to illustrate that the scaling is explained by limited amount of data and that the error decreases as more data is used. The R2 score was 0.994.