The Major in Cognitive Science


Cognitive science is the empirical study of intelligent systems, including the human mind. An interdisciplinary science, it combines results from biology, computer science, linguistics, mathematics, neuroscience, philosophy and psychology to the study of language processing, perception, action, learning, concept formation, inference and other activities of the mind, with applications for information technology and the study of artificial intelligence.

For advising information about the SAS undergraduate major in Cognitive Science, please contact Program Director Dr. Charles Yang.

For general program information, please contact Program Coordinator Jessica Marcus: jmarcus@upenn.edu.

Cognitive Science advising is held at 3401 Walnut Street, Room 315C. To access the C Wing of 3401 Walnut, please use the “B&C Wing” entrance, a set of double glass doors located at 3417 Walnut Street (next to Modern Eye). Advising hours for Fall 2017 will be held on Mondays from 10:00am – 12:00pm.

The BA in Cognitive Science in the College requires a total of 16 course units:

  • ONE credit for the core course COGS 001
  • SIX credits in the breadth requirement
  • and NINE credits in a concentration area chosen by the student.

Core Course: 1 credit

The interdisciplinary field of Cognitive Science is surveyed in the following course, which should normally be your first stop if you are interested in the major. It is offered in the Fall term.

  • Introduction to Cognitive Science (COGS 001/CIS 140/LING 105/PHIL 044/PSYC 207)

Breadth Requirement: 6 credits

To ensure more substantive knowledge of the wide-ranging fields that contribute to Cognitive Science, all students must take one course from each of the following six areas. Please note that the courses listed are courses that have historically counted towards breadth requirements; we do not have specific course requirements for the breadth requirements.

  • Psychology (PSYC 001, PSYC 151)
  • Computation (CIS 110, CIS 120, PHIL 005/LGIC 10)
  • Language (LING 001, LING 106)
  • Philosophy (PHIL 004, PHIL 244, PHIL 205)
  • Neuroscience (BIBB 249/PSYC 149, BIBB/BIOL/PSYC 109)
  • Mathematics (STAT 111, MATH 104, MATH 114/115)

Most of the PSYC and PHIL classes accepted in the concentrations listed below can be used to satisfy the breadth requirements as well. To determine whether a course meets the breadth requirement for the COGS major, please contact Dr. Charles Yang at: sas-cogs-pd@sas.upenn.edu.

Advanced Placement credit will not be counted toward the major requirements.

Concentration: 9 credits

Beyond the more structured breadth requirements, the student chooses one of four concentrations: Cognitive Neuroscience, Computation and Cognition, Language and Mind, or a special Independent Concentration constructed to meet a set of interests not included in one of the other concentrations

The Program Director advises students when they are first considering the major and while still fulfilling the breadth requirements; handles administrative duties such as major declaration and certification; and is the final authority in all matters relating to the major requirements. To determine whether a course meets the concentration requirement, please contact Dr. Charles Yang at: sas-cogs-pd@sas.upenn.edu.

Cognitive Science has become even more interdisciplinary as the field matures. We recognize the importance of specialized skills, especially those honed in the biological, economic, computational and mathematical sciences, in cognitive research, education, and application. At the same time, we strive to ground our program in the empirical studies of cognition in Linguistics, Psychology, and Neuroscience; tools are important, but we also need to know what they are for. In light of these considerations, we broadly limit foundational courses —- generally in Biology, Chemistry, Computer and Information Science, Economics, Mathematics, Networked & Social Systems, Statistics, etc. -— to no more than 4 among the 9 concentration credits. For students in the Computation and Cognition concentration, a fifth credit in Artificial Intelligence, or other topics directly related to human cognition, may be allowed upon approval. Those four credits are usually drawn from the list of courses below; for suitability of courses not listed below, please contact the Program Director.

We would like our students to maximize their educational experience in the Cognitive Science Program by forming a deeper understanding of some select topics or themes. To this end, we suggest that the course selection, similar to other Majors, consists of a mix of lower-level introductory classes and higher-level advanced courses, including graduate level courses (subject to prerequisites and/or instructor’s permission). We especially advise against taking introductory classes that have significant overlapping materials, including similar courses that are offered in different departments. Please contact the Program Director should these concerns arise during your course planning and selection process.

Currently, only the Cognitive Neuroscience concentration has a specific required course: Introduction to Brain and Behavior (BIBB 109/BIOL 109/PSYC 109); but in many instances the advisor will identify one or more courses essential to the track of interest to the student. For example, at least one course in Statistics, such as STAT 111, is strongly recommended to students specializing in Cognitive Neuroscience.

The list below indicates courses that have historically been approved for Concentration requirements. The courses in Psychology suitable for Cognitive Science generally have an odd course number; they are courses in the area of Brain, Cognitive, and Decision science, following the research program and numbering convention in the Department of Psychology.

Please note: This is not a list of required courses. To find out whether a course not on this list will be approved for the COGS major, please contact Dr. Charles Yang at: sas-cogs-pd@sas.upenn.edu.

Concentration 1: Cognitive Neuroscience

• Introduction to Brain and Behavior (BIBB 109/BIOL 109/PSYC 109) – required
• Perception (PSYC 111)
• Visual Neuroscience (PSYC 117/BIBB 217)
• Learning (PSYC 121)
• Neuroendocrinology (PSYC 139/BIBB 260 OR BIBB 460)
• Introduction to Cognitive Neuroscience (PSYC 149/BIBB 249)
• Language and Thought (PSYC 151)
• Human Memory (PSYC 159)
• Philosophy of Biology (PHIL 226)
• Physiology of Motivated Behaviors (BIBB 227/PSYC 127)
• Animal Behavior (BIBB 231/BIOL 231/PSYC 131)
• Molecular and Cellular Neurobiology (BIBB 251/BIOL 251)
• Language Acquisition (LING 270)
• Drugs, Brain and Mind (BIBB 370/PSYC 125)
• Cognition and Perception (PSYC 411)
• Functional Imaging of the Human Brain (BIBB 421)
• Neurobiology of Autism (BIBB 430)
• Animal Cognition (BIOL 432/PSYC 431)
• Psycholinguistics (PSYC 435)
• Neurobiology of Learning and Memory (BIOL 442/PSYC 421)
• Systems Neuroscience (BIOL 451)
• Neurodegenerative Diseases (BIBB 475)
• Biological Bases of Psychological Disorders (BIBB 480)
• Language Without Thought (PSYC 480)
• Behavioral Pharmacology (BIBB 481)
• Computer Analysis and Modeling of Biological Signals and Systems (LING 525)
• Theoretical Neuroscience (BIBB 585)

Concentration 2: Computation and Cognition

• Formal Logic I = Ideas in Logic and Computation (PHIL 005/LGIC 010)
• Formal Logic II = Logic I (PHIL 006/MATH 570/LGIC 320)
• Introduction to Decision Theory (PPE 110)
• Perception (PSYC 111)
• Networked Life (NETS 112)
• Programming Languages and Techniques I/II (CIS120, CIS121)
• Psychology of Language (LING 135/PSYC 135)
• Language and Thought (PSYC 151)
• Judgments and Decisions (PSYC 153)
• Attention and Memory (PSYC 155)
• Mathematical Foundations of Computer Science (CIS160)
• Strategic Reasoning (PPE 201)
• What is Meaning? (PHIL 205)
• Philosophy of Science (PHIL 225 or 425)
• Epistemology (PHIL 231 or 331)
• Discrete Probability, Stochastic Processes and Statistical Inference (CIS261)
• Automata, Computability, and Complexity (CIS 262)
• Language Acquisition (LING 270)
• Decision Processes (OPIM 290)
• Res. Experience in Perception (PSYC 311)
• Evolutionary Computation (OPIM 319)
• Introduction to Algorithms (CIS 320)
• Philosophy of Perception (PHIL 330)
• Advanced Topics in Algorithms (CIS 334)
• Cognitive Neuroscience (PSYC 349)
• Cognitive Psychology (PSYC 351)
• Language and Game Theory (LING 354)
• Robotics: Planning and Perception (CIS 390)
• Artificial Intelligence (CIS 391)
• Recursion Theory (PHIL 411/CIS 571)
• Cognition and Perception (PSYC 411)
• Logic II = Topics in Logic (PHIL 412/MATH 571/LGIC 320/CIS 518)
• Set Theory (PHIL 413/CIS 571)
• Philosophy of Mathematics (PHIL 414)
• Model Theory (PHIL 416/LGIC 320)
• Game Theory (PPE 417/PHL 417)
• Philosophy & Visual Perception (PHIL 423)
• Philosophy of Psychology (PHIL 426/526)
• Philosophy of Mind (PHIL 430)
• Introduction to Human Language Technology (CIS 430)
• Theory of Knowledge (PHIL 431)
• Origins of Analytic Philosophy (PHIL 442)
• Modal Logic (PHIL 445)
• Visual Cognition (PSYC 459)
• Neuroeconomics (PSYC 473)
• Language and Neuroeconomics (LING 480)
• Language Without Thought (PSYC 480)
• Logic in Computer Science (CIS 482)
• Computational Learning Theory (PHIL 517)
• Machine Learning (CIS 520)

Concentration 3: Language and Mind

• Formal Logic I = Ideas in Logic and Computation (PHIL 005/LGIC 010)
• Introduction to Formal Linguistics (LING 106)
• Introduction to Speech Analysis (LING 120)
• Learning (PSYC 121)
• Psychology of Language (LING 125/PSYC 135)
• Language and Thought (PSYC 151)
• Cognitive Development (PSYC 181)
• What is Meaning? (PHIL 205)
• Sound Structure of Language (LING 230)
• Animal Behavior (BIBB 231/BIOL 231/PSYC 131)
• Animal Communication (PSYC 241)
• Introduction to the Philosophy of Mind (PHIL 244)
• Introduction to Syntax (LING 250)
• Formal Semantics and Cognitive Science (LING 255)
• Language Acquisition (LING 270)
• Special Topics in Development: Language Acquisition (PSYC 280)
• Research Experience in Language (PSYC 335)
• Wittgenstein: Mind and Language (PHIL 344)
• Language and Game Theory (LING 354)
• Introduction to Semantics (LING 380/580)
• Morphological Theory (LING 404)
• Philosophy of Language (PHIL 405)
• Recursion Theory (PHIL 411/CIS 571)
• Animal Cognition (BIOL 432)
• Origins of Analytic Philosophy (PHIL 442)
• Modal Logic (PHIL 445)
• Language and Neuroeconomics (LING 480)
• Dynamics of Language (LING 515)
• Computational Learning Theory (PHIL 517)
• Phonetics I, II (Ling 520, 521)
• Computer Analysis and Modeling of Biological Signals and Systems (LING 525)
• Computational Linguistics (CIS 530)
• Phonology I, II (LING 530, 531)
• Syntax I, II (LING 550, 551)
• Semantics II (LING 554)
• Developmental Psycholinguistics (LING 570)
• The Mental Lexicon (LING 575)
• Pragmatics I, II (LING 590, 591)

Additional information

  • At most, 3 of the 6 credits required for the COGS minor may be counted to fulfill the requirements of another major or minor.
  • The minimum grade for any course counted toward the COGS program is C-. Students must have a GPA of 2.0 in courses counted towards the major in order to be admitted to the COGS major.
  • Students who wish to enroll in COGS 301 (Independent Study) or COGS 398 (Senior Thesis) must develop a research plan with their research advisor prior to enrolling in either course. Click here for more information.
  • Students who wish to receive a degree with honors must have a minimum GPA of 3.5 for courses counted toward the major, and 3.0 cumulative for all courses. The student must also complete a senior-year research project on a topic in cognitive science approved by the Program Director and supervised by the concentration advisor. Credit can be received by enrolling in COGS 398 (Senior Thesis); see the Program Director for details. Typically, a thesis of approximately 30-40 pages is expected.

 

 

 

 

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