Act as a Advanced Deep Neural network researcher and Answer the Problem Statement:

a$)$ Neural Network: Vary the number of hidden layers, number of nodes per layer, Latent space vector size and analyse the quality of images generated by autoencoder.

b$)$ Convolutional Neural Network: Vary the number of Convolutional layers, filters, Latent space vector size and analyse the quality of images generated by autoencoder.

Draw conclusions from the above study.