CENG 502 - Advanced Deep Learning - Spring 2024

Instructor: Sinan Kalkan



Catalog Description

DISCLAIMER: There might be slight changes in the conduct of the course with respect to the catalog description to be able to cover the modern approaches.

Advanced deep learning problems and methods; Working with sequential data using Recurrent Neural Networks; Specialized Recurrent Neural Networks such as Elman, Jordan and Echo State Networks; Long Short Time Memory and its variants; Memory networks; Deep Neural Turing Machines; Deep Reinforcement Learning.

Syllabus

You can access the syllabus here.

Lectures

When: Tuesdays between 9:40 and 12:30.

Where: BMB-4.

Announcements

Paper Presentation Schedule