Computational Neuroscience, Cognition and Artificial Intelligence

Catalog description

The course addresses foundational tools that connect cognitive science and computational neuroscience with artificial intelligence. Emphasis are placed on computational models that mimic brain information processing during perceptual, cognitive and control tasks tested with brain and behavioral data. Computational approaches to understanding cognitive processes, using massively parallel networks are studied. Biologically-inspired learning rules for connectionist networks and their application in connectionist models of perception, memory and language are discussed. Academic Year 2025 - 2026 Catalog 2025 - 2026 Page 192 Three credits; one-hour laboratory. A pre requisite of AI 681 is required.