Estimation of neural network model parameters from local field potentials (LFPs)
Fig 3
Illustration of convolutional neural network (CNN).
The PSDs of all six LFP channels are taken as input. The three convolutional layers consist of 20 filters each, and are followed by max pooling. Two fully connected layers precede the output layer which consists of 3 nodes, one for each parameter.