Below is a list of all courses available to COGS students. METU Academic Catalogue for COGS coded corses is available here.

Must courses

• COGS 501 Algorithmic Structures in Cognition
• COGS 502 Symbols and Programming
• COGS 500 Research Ethics

Core Courses

COMPUTING GROUP

• COGS 511 Computational Models of Mind
• COGS 512 Cognitive Algorithms
• COGS 514 Cognition and Machine Learning
• COGS 515 Artificial Intelligence for Cognitive Science
• COGS 516 Introduction to Probabilistic Programming
• COGS 542 Grammars, Combinators and Cognition
• COGS 555 Connectionism and Human Behavior
• COGS 566 Probabilistic Models of Cognition

PSYCHOLOGY GROUP

• COGS 533 Functional Neuroanatomy
• COGS 535 Cognitive Development
• COGS 536 Methods and Statistics for Cognitive Science
• COGS 537 Dynamical Approaches to Cognitive Science
• COGS 551 Human Memory
• COGS 553 Psychology of Reading
• COGS 556 Visual Cognition
• COGS 557 Situated & Distributed Cognition
• COGS 558 Thinking, reasoning, problem solving
• COGS 559 Cognitive Neurophysiology
• COGS 567 Collective Intelligence

PHILOSOPHY GROUP

• COGS 517 Philosophy of Cognitive Science
• COGS 526 Meaning and Logic
• COGS 579 Philosophy of Computer Science

LINGUISTICS GROUP

• COGS 505 Linguistics in Cognitive Science
• COGS 520 Advanced Research on Linguistics in Cognitive Science
• COGS 523 Using Corpora for Language Research
• COGS 528 Discourse Mechanisms
• COGS 531 Language & Cognition
• COGS 532 Theoretical Linguistics
• COGS 541 Language Acquisition
• COGS 543 Computational Semantics

Elective courses

Elective courses cannot substitute for departmental courses and the decision to take them is contingent upon the instructor's discretion.

• DI 504 Foundations of Deep Learning
• DI 725 Transformers and Attention-based Deep Networks
• ELT 530 Modern Theory of Grammar
• ELT 608 Pragmatics and Discourse Analysis
• ELT 611 Psycholinguistics
• ELT 615 Linguistic Analysis
• ELT 616 Human Language Processing
• ELT 619 Syntax and its interfaces
• FLE 433 Advanced Syntax
• IS 566 Image Processing Algorithms
• IS 584 Deep Learning for Text Analytics
• IS 585 Social Network Analysis
• MI 535 Biological Signal Analysis
• MI 543 Methodology and Philosophy of Neuroscience*
• MI 533 Brain Dynamics and Oscillations
• MMI 711 Sequence Models in Multimedia
• MMI 714 Generative Models for Multimedia
• MMI 712 Machine Learning Systems Design and Deployment
• MMI 727 Deep Learning Methods and Applications
• PHIL 382 Scientific Method II*
• PHIL 407 Philosophy of Mind I*
• PHIL 408 Philosophy of Mind II*
• PHIL 527 Philosophy in Science*
• PSY 3201 Biological Psychology
• PSY 3302 Cognitive Development
• PSY 4203 Computational Models of Human Memory
• PSY 4206 Psychophysics
• PSY 4303 Language Acquisition and Development
• PSY 5103 Experimental Programming
• PSY 5203 Trends in Visual Perception
• PSY 5304 Human Language: From Genes and Brains to Behavior

M.S students can take at most two courses with 3XX and 4XX codes. Ph.D. students cannot take any elective courses with 3XX or 4XX codes.

Courses marked by * are considered to be a philosophy group course.