CMPE545
CMPE545
Course Information
| Institute | Institute of Science and Engineering |
| Course Code | CMPE545 |
| Course Title | Artificial Neural Networks |
| Language of Instruction | English |
| Course Semester | Spring |
| Course Hours | Lecture: 3, PS:0, Labs: 0 |
| Course Credits | 3 |
| ECTS | 10 |
| Grading Mode | Letter Grade |
| Prerequisites | Consent of the instructor |
| Corequisites | None |
Catalog Description
Introduction to cognitive science. Parallel, distributed problems. Constraint satisfaction. Hopfield model. Supervised vs. unsupervised learning. Single vs. multi-layer perceptrons. Static vs. dynamic network architecture. Comparison of neural approaches with parametric and nonparametric statistical methods. Neural network applications.
Current Instructor
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Ethem Alpaydın
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