CS 548
CS 548 - Models of Cognitive Processes
Fall 2018
| Title | Rubric | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|---|
| Models of Cognitive Processes | CS548 | ONL | 70474 | ONL | 4 | - | Wai-Tat Fu | ||
| Models of Cognitive Processes | CS548 | R | 64710 | LEC | 4 | 1100 - 1215 | T R | 1109 Siebel Center for Comp Sci | Wai-Tat Fu |
| Models of Cognitive Processes | ECE548 | R | 64711 | LEC | 4 | 1100 - 1215 | T R | 1109 Siebel Center for Comp Sci | Wai-Tat Fu |
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Official Description
Formal models and concepts in automated cognition; integrating machine learning and prior knowledge; current approaches and detailed analyses of the role of reasoning in the learning process; computational complexity and fundamental tradeoffs between expressiveness and tractability; implications for state-of-the-art artificial intelligence areas such as automated planning, the semantic web, relational learning, structured prediction, latent models, structure learning, theory formation, etc.; philosophical and psychological aspects of integrating analytic and empirical evidence. Course Information: Same as ECE 548. Prerequisite: CS 440 or CS 446.