Lectures

Lecture 8, Feb. 1st, 2016: Convolutional Neural Networks I

In this lecture, we will discuss the architecture responsible for virtually all the successes of deep learning in computer vision: the convolutional neural network.

Please study the following material in preparation for the class:

Other relevant material:

Standard
Lectures

Lecture 7, Jan. 28th, 2016: Neural Networks, Odds and Ends

In this lecture, we will conclude our discussion of the standard multi-layer perceptron.

Please study the following material in preparation for the class:

Other relevant material:

Standard