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Select the course number for a complete description.

xxxx-1-1, Topics in Cognitive Science

This interdisciplinary graduate seminar is a requirement of the PhD in Cognitive Science. Interdisciplinary reading of innovative theories and methodologies of cognitive science. Students participate in the ICS Distinguished Speakers series that host internationally recognized cognitive scientists who share and discuss their current research. Session discussions include analysis of leading edge and controversial new approaches in cognitive science.

Cross-listed as PSYC 7775, LING 7775, CSCI 7772, EDUC 7775, SLHS 7775, PHIL 7810

xxxx-2-2, Research Applications Seminar (formerly Cognitive Science Practicum)
This course is designed for advanced graduate students pursuing a joint PhD in an approved core discipline and cognitive science. Over the course of a year you will independently create and execute an interdisciplinary research project in cognitive science that integrates at least two areas within the cognitive sciences; e.g., psychology, computer science, linguistics, education, philosophy, speech, language, and hearing sciences. Students will need to get commitments from two mentors from two different departments for their project.

Cross-listed as PSYC 7415-7425, LING 7415-7425, PHIL 7415-7425, EDUC 6506-6516, CSCI 7412-7422

xxxx-3, Issues and Methods in Cognitive Science
This course is the required cognitive science introductory course. It is typically offered during the spring semester, and the offering department varies. Consult the official ICS course list each semester.

Cross-listed as CSCI 6402, EDUC 6504, LING 6200, PHIL 6310, and PSYC 6200.

Approved Courses

• ASEN 5016 (3), Space Life Sciences
  Requisites: Restricted to College of Engineering (ENGR) graduate students, Aerospace Engineering Concurrent Degree (C-ASEN and C-ASENP) majors, and Aerospace graduate certificate students.
• ASEN 5158 (3), Space Habitat Designs
  Requisites: Restricted to College of Engineering (ENGR) graduate students or Aerospace Engineering Concurrent Degree (C-ASEN) majors only.
• ASEN 5519 (1-3), Special Topics (Experimental Design and Statistical Methods)
  Requisites: Restricted to College of Engineering (ENGR) graduate students or Aerospace Engineering Concurrent Degree (C-ASEN and C-ASENP) majors only.
• ASEN 6216 (3), Human Operation of Aerospace Vehicles
  Requisites: Requires prerequisite or co-requisite course of ASEN 5158 (minimum grade D-). Restricted to College of Engineering (ENGR) graduate students.
• ASEN 6519 (1-3), Special Topics (Extravehicular Activity)
  Requisites: Restricted to College of Engineering (ENGR) graduate students or Aerospace Engineering Concurrent Degree (C-ASEN) majors only.

Course listing for ATLAS Institute

• ATLS 5112 (3), Neurohacking
  Equivalent - Duplicate Degree Credit Not Granted: ATLS 4112
  Requisites: Restricted to Atlas (ATLS) graduate students only.
• ATLS 5120 (3), Mobile Application Development
  Equivalent - Duplicate Degree Credit Not Granted: ATLS 4120
• ATLS 5140 (3), Game Development
  Prerequisite ATLS 4040/5040. Equivalent - Duplicate Degree Credit Not Granted: ATLS 4140
• ATLS 5214 (3), Big Data Architecture
  Equivalent - Duplicate Degree Credit Not Granted: ATLS 4214
• ATLS 5244 (3) Empathy and Technology
• ATLS 5402 (3), Research Methods in Human-Robot Interaction
  Equivalent - Duplicate Degree Credit Not Granted: CSCI 5402
• ATLS 5606 (3), Mastery in Information Science: Critical Technical Practice
  Equivalent - Duplicate Degree Credit Not Granted: ATLS 4606, INFO 4606 and INFO 5606
• ATLS 5620 (3), User Centered Design 1
• ATLS 5720 (3), User-Centered Design 2
• ATLS 5880 (3), Interactive Machine Learning for Customizable and Expressive Interfaces
  Requisites: Requires prereqs (CSCI 3022 or APPM 4570 or APPM 3570 or APPM 4520 or CVEN 3227 or MATH 3510or MATH 4510 or ECEN 3810 or ECON 3818 or MCEN 4120) (CSCI 3002 or CSCI 3202 or CSCI 4448) all min grade C-. Restricted to grad students in the ATLAS program. Equivalent - Duplicate Degree Credit Not Granted: ATLS 4889, CSCI 4889 and CSCI 5880

Approved Courses

• CSCI 5502* (3), Data Mining (interdisciplinary)
• CSCI 5352 (3), Network Analysis and Modeling
• CSCI 5423 (3), Biologically Inspired Multi-Agent Systems
  Recommended prerequisite: CSCI 2270 and basic knowledge of programming
• CSCI 5446 (3), Chaotic Dynamics
• CSCI 5622 (3), Machine Learning
• CSCI 5722 (3), Computer Vision
• CSCI 5822* (3), Probabilistic Models of Human and Machine Learning (interdisciplinary)
• CSCI 5832* (3), Natural Language Processing. (Same as LING 5832.) (interdisciplinary)
• CSCI 5839* (3), User Centered Design (interdisciplinary)
• CSCI 5919* (3), HCC Survey & Synthesis: Foundations & Trajectories (formerly HCC S&S 1) (interdisciplinary)
  Recommended prerequisites: CSCI 4838 or 5839.
• CSCI 5922 (3), Neural Networks and Deep Learning
• CSCI 5929* (3), HCC Survey & Synthesis: New Disciplinary Directions (formerly HCC S&S 2) (interdisciplinary)
• CSCI 6302 (3), Speech Recognition and Synthesis
  Prerequisites: CSCI 5582 or 5832, or LING 5200
• CSCI 6622 (3), Advanced Machine Learning
  Prerequisites: CSCI 5622 or instructor consent.
• CSCI 6402* (3), Methods of Cognitive Science (combined with EDUC6504/LING6200/PHIL6310/PSYC6200) (interdisciplinary)
• CSCI 7000 (3), Current Topics in Computer Science
  Prerequisites: Instructor consent.
• CSCI 7212 (3), Topics in Symbolic Artificial Intelligence.
  Prequisites: CSCI 5582 or instructor consent.
• CSCI 7222 (3), Topics in Nonsymbolic Artificial Intelligence
  Prerequisites: CSCI 5622 or instructor consent.
• CSCI 7782* (3), Topics in Cognitive Science (interdisciplinary)

Approved Courses

• INFO 5502 (3): Online Communities
• INFO 5505 (3): Designing for Creativity and Learning
• INFO 5601 (3): Ethical and Policy Dimensions of Information and Technology
• INFO 5602 (3): Information Visualization, programming knowledge is strongly encouraged
• INFO 5603 (3): Survey Research Design
• INFO 5604 (3): Applied Machine Learning
• INFO 5605 (3): Ethnographic Research in Applied Settings
• INFO 5609 (3): User-Centered Design
• INFO 5611 (3): Ubiquitous Computing Experience Design
• INFO 5612 (3): Recommender Systems, proficiency in Python programming required.
• INFO 5613 (3): Network Science, math or statistics training required, but course will assume familiarity with Python.
• INFO 6201 (3): Interdisciplinary Ways of Knowing 

Approved Courses

• LING 4560 (3), Language Development (Same as SLHS 4560 and PSYC 4560.)
  Restricted to Linguistics majors only. Prerequisites: LING 2000 and PSYC 1001.
• LING 5200* (3), Introduction to Computational Corpus Linguistics (interdisciplinary)
• LING 5300* (3), Research in Psycholinguistics (interdisciplinary)
  Prerequisites: at least one graduate-level course in linguistics, psychology, or computer science. Same as PSYC 5300
• ³¢±õ±·³ÒÌý5832* (3), Natural Language Processing (Same as CSCI 5832) (interdisciplinary)
• LING 6260* (3), Knowledge Representation and Language Structure (interdisciplinary)
• LING 6300 (3), Special Topics Introduction to Computational Lexical Semantics
• LING 6450 (3), Syntactic Analysis
• LING 6560* (3), Language Acquisition (interdisciplinary)
• LING 7410 (3), Phonological Theory
  Prerequisite: LING 5410 or equivalent.
• LING 7420 (3), Syntactic Theory
  Prerequisite: LING 5420 or equivalent.
• LING 7430 (3), Semantic Theory
  Prerequisite: LING 5430 or instructor consent
• LING 7800* (3), Open Topics in Linguistics (interdisciplinary)
  Prerequisites: instructor consent.

Background Courses

• LING 2000 (3), Introduction to Linguistics.
• LING 3430 (3), Semantics
  Prerequisite: LING 2000 or equivalent. Restricted to junior or senior Linguistics majors only.
• LING 4220 (3), Psycholinguistics
  Same as PSYC 4220.
• LING 5030 (3), Linguistic Phonetics
• LING 5420 (3), Morphology and Syntax
  Same as LING 4420.
• LING 5430 (3), Semantics and Pragmatics
  Prerequisite: LING 5420 or instructor consent

Approved Courses

• PHIL 5300 (3), Philosophy of Mind (Same as PHIL 4300.)
• PHIL 5340 (3), Epistemology
• PHIL 5360 (3), Metaphysics (Same as PHIL 4360.)
• PHIL 5400 (3), Philosophy of Science (Same as PHIL 4400.)
  Restricted to Philosophy graduate students only.
• PHIL 5450 (3), History and Philosophy of Physics
• PHIL 5490 (3), Philosophy of Language (Same as PHIL 4490.)
  Restricted to Philosophy graduate students only.
• PHIL 6100 (3), Seminar in Ethics
• PHIL 6300 (3), Seminar in Philosophy of Mind
  Restricted to Philosophy graduate students only
• PHIL 6340 (3), Seminar in Epistemology
• PHIL 6380 (3), Seminar in Metaphysics
• PHIL 6400 (3), Seminar in Philosophy of Science
  Restricted to Philosophy graduate students only
• PHIL 6490 (3), Seminar in Philosophy of Language

Background Courses

• PHIL 2440 (3), Symbolic Logic
• PHIL 3480 (3), Critical Thinking in Philosophy
  (Approved for Arts and Sciences core curriculum: critical thinking.)

Approved Courses

• NRSC 5032 (3), Neurobiology of Learning and Memory
• PSYC 5131 (3), Affective Science
• PSYC 5541* (3), Mathematical Tools for Modeling Neural and Cognitive Systems (Special Topics in Psychology) 
  (interdisciplinary)
  With approval from ICS Academic Programs Director
  Prerequisite: Restricted to Psychology and Neuroscience (PSYC NRSC) graduate students.
• PSYC 5665 (3), Proseminar: Perception and Attention
• PSYC 5685 (3), Proseminar: Research Methods
• PSYC 5695 (3), Proseminar: Memory
• PSYC 5741 (3), General Statistics
• PSYC 5751 (3), General Statistics (Continuation of PSYC 5741)
  Prerequisite: Instructor consent required.
• PSYC 5815 (3), Proseminar: Language
  Prerequisite: Instructor consent required
• PSYC 5815 (3), Proseminar: Advanced Experimental Psychology
  Prerequisite: Instructor consent required
• PSYC 5825 (3), Proseminar: Executive Function
• PSYC 5835 (3), Proseminar: Thinking
• PSYC 6200 (3), Issues and Methods in Cognitive Science
• PSYC 7215 (3), Seminar: Experimental Psychology
• PSYC 7415 (3), Cognitive Science Research Practicum
  Prerequisites: CSCI 6402 OR EDUC 6504 OR LING 6200 OR PHIL 6310 OR PSYC 6200
  Recommended prerequisite: CSCI 7762 or EDUC 6505 or LING 7762 or PHIL 7310 or PSYC 7762. Same as LING 7415, CSCI 7412, PHIL 7415, and EDUC 6506
• PSYC 7425 (3), Cognitive Science Research Practicum 2
  Prerequisites: LING 7415 or PSYC 7415 or CSCI 7412 or EDUC 6506. Same as LING 7425, CSCI 7422, PHIL 7425, and EDUC 6516
• PSYC 7536 (3), Personality and Social Psychology
• ±Ê³§³Û°äÌý7703* (1-3), Seminar: Clinical Psychology (interdisciplinary)
  Prerequisites: Restricted to Clinical Psychology PhD students
• PSYC 7775 (3), Topics in Cognitive Science
  Prerequisites: Restricted to students enrolled in ICS Cognitive Science Academic Programs. Same as LING 7775, CSCI 7772, EDUC 7775, and SLHS 7775

Approved Courses

• EDUC 5105 (3), Teaching for Understanding and Equity
• EDUC 6318 (3), Psychological Foundations of Education
• EDUC 6328 (3), Advanced Child Growth and Educational Development
• EDUC 6338 (3), Cognitive Processes in Education
• EDUC 6358 (3), Children's Thinking
• EDUC 7326 (3), Quasi-Experimental Design for Causal Inference in Social Sciences
• EDUC 7386 (3), Educational Evaluation
• EDUC 7456 (3), Advanced Multivariate Methods: Multi-level and Latent Variable Modeling
• EDUC 8135 (3), Seminar: Research on Teaching
• EDUC 8145 (3), Seminar: Research on Teacher Education and Learning to Teach
• EDUC 8348 (3), Seminar in Human Development
  Prerequisites: EDUC 6318. EDUC 8210, or instructor consent.
• EDUC 8358 (3), Seminar: Human Learning
  Prerequisites: EDUC 6318, EDUC 8210, or instructor consent.

Background Course

• EDUC 3202 (3), Introduction to Artificial Intelligence

Approved Courses

• SLHS 4560 (3), Language Development
  Prerequisites: PSYC 1001 and LING 2000. Same as LING 4560 and PSYC 4560
• SLHS 5242 (3), Language Disorders in School-Age Children
  Prerequisite: Undergraduate background in SLHS
• SLHS 5282 (3), Acquired Cognitive Disorders
• SLHS 5293 (3), Acquired Language Disorders in Adults
• SLHS 5302 (3), Phonological Disorders
• SLHS 5576 (2), Communication Neuroscience
• SLHS 5612 (3), Learning Disabilities
  Prerequisite: SLHS 5242 or 5293
• SLHS 7000 (3), Research Designs in Human Communication Sciences and Disorders
  Prerequisite: Basic statistics
• SLHS 7100 (3), Cognitive Bases of Human Communication and Its Disorders
• SLHS 8206 (3), Perception/Production Theories in Human Communication Sciences and Disorders
  Prerequisite: Doctoral student standing or instructor consent

Background Courses

• SLHS 2010 (3), Science of Human Communication (Approved for Arts and Sciences core curriculum: natural science)
• SLHS 3136 (5), Speech and Hearing Science
  Prerequisites: EPOB 3420 or PSYC 2012 and 2022 and SLHS 2010)
• SLHS 4502 (3), Language Disorders - Child and Adult
  Prerequisite: SLHS 4560
• SLHS 4576 (2), Communication Neuroscience
  Prerequisites: SLHS 2010, 3136, and one course in biological science)

Students may petition the ICS Curriculum Committee to accept courses in other departments in which an ICS faculty member resides. Email ICSPrograms@colorado.edu

* These courses count towards the interdisciplinary course requirements.