Academic Catalog

EE543 NEUROCOMPUTERS AND DEEP LEARNING

Course Code: 5670543
METU Credit (Theoretical-Laboratory hours/week): 3(3-0)
ECTS Credit: 8.0
Department: Electrical And Electronics Engineering
Language of Instruction: English
Level of Study: Graduate
Course Coordinator: Prof.Dr. UUR HALICI
Offered Semester: Fall Semesters.

Course Content

Various aspects of neurocomputers emphasizing deep learning approaches. Brainlike computing, characteristics of neurocomputers. Deterministic, probabilistic and spiking neuron models. Feed forward and recurrent neural networks. Deep structures of feed forward and recurrent neural networks. Deep learning: supervised and unsupervised machine learning algorithms for various deep neural networks. Neuromorphic chips.