CENG569 NEUROCOMPUTING
| Course Code: |
5710569 |
| 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. EROL ÞAHÝN |
| Offered Semester: |
Fall or Spring Semesters. |
Course Content
Learning and generalization. The basic perceptron and linear separability. Multilayer perceptrons and the backpropagation algorithm. The Hopfield model and its dynamics. Bidirectional associative memory. Recurrent networks. Unsupervised learning and self-organizing maps. The counter- propagation network. Boltzman machine and simulated annealing. Recent advances.
