Estimation of neural network model parameters from local field potentials (LFPs)
Fig 10
Grid-sampled vs. randomly sampled training data.
The plots show error distributions for CNNs trained on data randomly sampled from the parameter set (blue) and from the same amount of training data taken from a regular grid (yellow). All parameters were rescaled to the interval [0, 1]. The bias and standard deviation of the estimators are listed in Table 8.