Announcements

Getting started with the data for class project

I added a page to the menu (under project description) to help people get started with loading and playing with the data for the class projects using Fuel, and a quick example of training a neural network on this data using Blocks. If you have any questions, feel free to leave a comment on the page.

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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:

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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:

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