One notable missing feature in most ANN models is top-down feedback, i.e. projections from higher-order layers to lower-order layers in the network. Top-down feedback is ubiquitous in the brain, and ...

Create a folder called "checkpoints". Run this command to train the convolutional autoencoder on the images in the images folder. python3 train_autoencoder.py All checkpoints will be stored in the ...

Specifically, a cutting-edge 3D convolutional autoencoder is employed, which possesses the capability to estimate radio maps and quantify the uncertainty metric at each location. Then, an uncertainty ...

Specifically, the model is of U-net architectural style and includes variational autoencoder (for regularization), residual ... The VAE is not run in inference so the model is actually fully ...