In this lecture, we will conclude our discuss the convolutional neural network.
Please study the following material in preparation for the class:
- Visualizing and Understanding Convolutional Networks by Matthew D. Zeiler and Rob Fergus (Feel free skip section 3, Training Details as it deals with material we have not yet seen, e.g. dropout training and momentum).
- Hinton’s talk on What’s Wrong with Convolutional Neural Networks.
We will also be following up our discussion of the material of the last lecture on Convolutional Neural Networks I.