Using the knowledge we gained from the previous tutorials, we can finally build our first real neural network. First, we are going to study an existing implementation of AlexNet, then, recreate the LeNet network and ReNet module.

Goals:

• Gain an understanding of complex network topologies.
• Study pre-trained models.
• Construct a functional block and the composite network.