Academic Catalog

CENG793 ADVANCED DEEP LEARNING

Course Code: 5710793
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Computer Engineering
Language of Instruction: English
Level of Study: Graduate
Course Coordinator: Assoc.Prof.Dr. SNAN KALKAN
Offered Semester: Fall Semesters.

Course Content

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.