Elenco di 30 possibili sottoargomenti relativi alle reti neurali provenienti da
una fonte affidabile per la prova scritta. Questo elenco non contiene
sottoargomenti sulla parte precedente alle reti neurali.

- formal expressiveness of NN

- epoch, minibatch

- learning rate

- loss function

- optimizer, learning rate

- backpropagation algorithm

- vanishing gradient problem

- activation functions

- overfitting

- cross-entropy and KL

-------------------------------------------------


- convolutional layers

- transposed convolution

- dilated convolution

- transfer learning

- gradient ascent technique

- why NN are easily fooled?

- NNs for image processing

- U-net 

- YOLO

- parameters and FLOPS for convolutions

-------------------------------------------------

- Autoencoder

- GAN

- Cycle-GAN

- VAE

- Conditional Generation

- LSTM

- Attention

- Transformer

- Reinforcement Learning

- Difference between model-based and model-free approaches

- Bellman equation