The track in Artificial Intelligence and Computation focuses on the design of computer simulations that mimic how people
create and manipulate mental and neural representations. A variety of topics can be explored within the context of this
track, including the use of mental and neural representations for the purposes of sensory perception, motor action,
linguistic communication, and reasoning and decision making. To support these topics of interest, allied field electives
typically are chosen from computer science and mathematics. This track is particularly suitable for students interested in
pursuing advanced degrees in cognitive science, computational neuroscience, or artificial intelligence.
BCS Upper Level Electives: 4 courses
- At least three chosen from:
- CSC 212: Human Computer Interaction
CSC 212 can be used for BCS elective credit only by students completing a track in AI/Computation.
- BCS 220: The Intelligent Eye
- BCS 230: The Computational Brain
- BCS 232: Artificial Intelligence
- BCS 235: Natural Language Processing
- BCS 236: Machine Vision
- BCS 268: Computer Models of Minds
Allied Field Electives: 2 courses
- Highly Recommended
- CSC 172: Data Structures
- and one of:
- Examples of other relevant courses:
- CSC 173: Computation and
Formal Systems
- CSC 244: Logical
Foundations of Artificial Intelligence
- CSC 246: Mathematical
Foundations of Artifical Intelligence
- ECE 241: Signals and
Systems
- ECE 242: Communications
- LIN 260: Syntactic
Theory
- LIN 261: Phrase Structure
Grammars
- LIN 265: Formal
Semantics
- MTH 163: Ordinary
Differential Equations
- MTH 164: Multidimensional
Calculus
- MTH 165: Linear Algebra
with Differential Equations
- MTH 201: Introduction to
Probability
- MTH 203: Introduction to
Mathematical Statistics
- MTH 235: Linear
Algebra
- OPT 241: Geometrical
Optics
The track in Language focuses on how people produce and understand spoken and signed languages and how children learn
language. A variety of topics can be explored within the context of this track, including the perception and production
of speech, the development of language in children, natural language processing, the formal structure of language and
computer models of language. To support these topics of interest, allied field electives typically are chosen from
linguistics, computer science and philosophy. This track is particularly suitable for students interested in pursuing
advanced degrees in cognitive science, psycholinguistics, linguistics and computational linguistics, or in more applied
fields such as speech sciences and communication disorders.
BCS Upper Level Electives: 4 courses
- At least three chosen from*:
- BCS 172: Development of Mind and Brain
- BCS 221: Auditory Perception
- BCS 233: Statistical Speech and Language Processing
- BCS 235: Natural Language Processing
- BCS 259: Language Development
- BCS 261: Language Use and Understanding
- BCS 264: Signed Language Structure
- BCS 265: Language and the Brain
* No more than one 100 level BCS course may be counted as an upper-level elective.
Allied Field Electives: 2 courses
- Highly Recommended
- LIN 110:
Introduction to Linguistic Analysis
- and one of:
- LIN 210: Introduction to
Language Sound Systems
- LIN 220: Introduction to
Grammatical Systems
- Examples of other generally relevant courses:
- CSC 173: Computation
and Formal Systems
- CSC 242: Artificial
Intelligence
- CSC 244: Logical
Foundations of Artificial Intelligence
- CSC 246: Mathematical
Foundations of Artificial Intelligence
- LIN 226: Morphology
- LIN 227: Topics in
Phonetics and Phonology
- LIN 260: Syntactic
Theory
- LIN 261: Phrase
Structure Grammars
- LIN 265: Formal
Semantics
- LIN 266: Pragmatics
- MTH 165: Linear
Algebra with Differential Equations
- MTH 201: Introduction
to Probability
- MTH 203: Introduction
to Mathematical Statistics
- PHL 244: Philosophy
of Mind
- PHL 247: Philosophy
of Language
The track in Neurobiology focuses on the biology of the nervous system with special emphasis on biological mechanisms of
cognitive behavior. A variety of topics can be explored within the context of this track, including the physiological
foundations of sensory perception and motor behavior, relationships between brain dysfunction and cognitive/behavioral
deficits, and the cellular and molecular processes that influence the development of brain and behavior. To support these
topics of interest, allied field electives typically are chosen from biology or chemistry. This track is particularly suitable
for students interested in pursuing advanced degrees in neuroscience, neuropsychology, or medicine.
BCS Upper Level Electives: 4 courses
- Highly Recommended
- BCS 240: Basic Neurobiology
- At least two of:
- BCS 221: Auditory Perception
- BCS 242: Neuropsychology
- BCS 243: Neurochemical Foundations of Behavior
- BCS 245: Sensory and Motor Neuroscience
- BCS 246: Biology of Mental Disorders
- BCS 249: Developmental Neurobiology
Allied Field Electives: 2 courses
- Highly Recommended
- BIO 111: Principles of
Biology II (w/BIO 111L) or
BIO 113: Perspectives in Biology
I (w/BIO 111L)
- and one of:
- Examples of other relevant courses:
- BIO 198: Principles
of Genetics (w/BIO 198L)
- BIO 199: Molecular
Cell Biology (w/BIO 199L) *not offered after 2006
- BIO 201: Lectures
in Physiology
- BIO 202: Molecular
Biology
- BIO 203: Mammalian
Anatomy
- BIO 204: Mammalian
Physiology
- BIO 226: Developmental
Biology
- BIO 228: Laboratory
in Cell and Developmental Biology
- BIO 243: Eukaryotic
Gene Regulation
- BIO 250: Biochemistry
- CHM 203: Organic
Chemistry I with CHM 207 lab
- CHM 204: Organic
Chemistry II with CHM 208 lab
- MTH 142: Calculus II
- MTH 162: Calculus IIA
- PHY 113: General Physics
I
- PHY 114: General Physics
II
- PHY 121: Mechanics
- PHY 122: Electricity
and Magnetism
- PHY 123: Waves and
Modern Physics
- BME 101: Introduction
to Biomedical Engineering
- BME 201: Fundamentals
of Biomechanics (201P: Matlab1 credit)
- ECE 210: Circuits
for Scientists and Engineers
- BME 221: Biomedical
Computation
- BME 230: Biomedical
Signals & Measurements
- BME 260: Biological
Systems Fundamentals
- OPT 241: Geometrical
Optics
- OPT 261: Interference
& Diffraction
The track in Perception and Action focuses on sensory systems and how humans and animals use sensory information to
perceive the world and guide actions. Topics that can be studied in this track include: how our eyes, ears and other sensory
organs work, how the brain interprets information from the senses for perception and action, and how to construct artificial
sensory and robotic systems. To support these topics of interest, allied field electives typically are chosen from biology,
physics, mathematics and computer science. This track is well suited for students interested in pursuing advanced degrees in
cognitive science, neuroscience or artificial intelligence or more applied degrees in fields such as physical therapy,
optometry or audiology.
BCS Upper Level Electives: 4 courses
- At least three chosen from*:
- BCS 172: Development of Mind and Brain
- BCS 220: The Intelligent Eye
- BCS 221: Auditory Perception
- BCS 222: Foundations of Vision: Perception and Computation
- BCS 223: Vision & the Eye
- BCS 228: Human-Machine Interaction
- BCS 230: The Computational Brain
- BCS 236: Machine Vision
- BCS 245: Sensory and Motor Neuroscience
*No more than one 100 level BCS course may be counted as an upper-level elective.
Allied Field Electives: 2 courses
- Highly Recommended
- One of:
- Examples of other relevant courses:
- BIO 203: Mammalian
Anatomy
- BIO 204: Mammalian
Physiology
- CSC 173: Computation
and Formal Systems
- CSC 244: Logical
Foundations of Artificial Intelligence
- CSC 246: Mathematical
Foundations of Artificial Intelligence
- ECE 241: Signals and
Systems
- ECE 242: Communications
- MTH 163: Ordinary
Differential Equations
- MTH 164: Multidimensional
Calculus
- MTH 165: Linear Algebra
with Differential Equations
- MTH 201: Introduction to
Probability
- MTH 203: Introduction to
Mathematical Statistics
- MTH 235: Linear Algebra
- OPT 241: Geometrical
Optics
- OPT 261: Interference &
Diffraction
- PHY 113: General Physics I
- PHY 114: General Physics II
- PHY 121: Mechanics
- PHY 122: Electricity and
Magnetism
- PHY 123: Waves and Modern
Physics
top