Week 8: CNN

Week 8: CNN

Announcements

Class participation, EdSTEM and Google Folder.
(Back to Course Index Page)

Tuesday

Final Project

AAAI Format
Machine Learning conferences
Apply to your Research
Timeline
Course Schedule updated
Three weeks for the first draft, then peer review
Three weeks for the second draft, then peer review

What is CS Research?

Let’s take a look at examples: Top CS Publications

GWU CS Department

Thursday

CNN

Definition
Example Papers
Apply to your Research

MNIST Example

Definition
Example Papers
Example code

Fashion MNIST Example

Definition
Example Papers
Pytorch example code

EEGEyeNet Example

Example Papers
Example code

In-class exercises:

Explain CNN with dataset examples

Deep Learning Courses

Andrew Ng, Stanford
MIT 6.s191
PyTorch, Facebook
Search the keywords "best deep learning courses"
Sample search result

Deep Learning textbook

All textbooks are free available online, and are optinal, not required.

Deep Learning by Ian Goodfellow, Yoshua Bengio, and Aaron Courville
2016, Cited by 42286