COSC 105: Intro To Cognitive Science
An introduction to the interdisciplinary study of how the mind works. Topics include: the nature of perception; what human language reveals about the mind; the basis of morality and altruism; how sexual selection has shaped human psychology; and the cognitive science of religious and spiritual belief. We will discuss tools, theories, and assumptions from philosophy, psychology, computer science, linguistics, anthropology, behavioral economics, and neuroscience.
Units: 6
Also listed as Philosophy 105
PHIL 105: Introduction to Cognitive Science
An introduction to the interdisciplinary study of how the mind works. Topics include: the nature of perception; what human language reveals about the mind; the basis of morality and altruism; how sexual selection has shaped human psychology; and the cognitive science of religious and spiritual belief. We will discuss tools, theories, and assumptions from philosophy, psychology, computer science, linguistics, anthropology, behavioral economics, and neuroscience.
Units: 6
Also listed as Cognitive Science 105
COSC 111: Computation and Cognition
Digital technologies give us incredible capabilities and allow us to shape our identities in unprecedented ways. But algorithms shape our individual identities and capacities as well. We will investigate the nature of digital technologies, algorithms, and machine learning. We will compare them with human psychological processes, assess their impacts on human society, and consider how best to address those impacts. Discussion based, written work and exams.
Units: 6
Also listed as Philosophy 111
LING 150: Introduction to Linguistics
Introduction to theory and methods of linguistics: universal properties of human language; phonetic, phonological, morphological, syntactic, and semantic structures and analysis; nature and form of grammar.
Units: 6
PHIL 150: Symbolic Logic
Formal study of the notions of validity, consistency, and equivalence in the languages of sentential logic and predicate logic, plus an introduction to semantics for these languages.
PREREQUISITES: Recommended for freshmen and sophomores
Units: 6
Also listed as Linguistics 160
Prerequisite: Recommended for freshmen and sophomores
EDST 180: Psychology of Learning
An introduction to the science of learning and how it applies to educational contexts. Topics include brain structure and development; types of memory and learning processes; approaches to building knowledge, skills, and understanding; and factors that drive more powerful and successful learning. Each student will arrange their own practicum of three hours per week in a school class or similar learning environment.
Units: 6
Also listed as Psychology 180
PSYC 180: Psychology of Learning
An introduction to the science of learning and how it applies to educational contexts. Topics include brain structure and development; types of memory and learning processes; approaches to building knowledge, skills, and understanding; and factors that drive more powerful and successful learning. Each student will arrange their own practicum of three hours per week in a school class or similar learning environment.
Units: 6
Also listed as Education Studies 180
CMSC 205: Data-Scientific Programming
An introduction to programming with emphasis on learning from data in order to gain useful insights. Topics focus on elementary programming concepts in the R language and the necessary tools to handle, analyze and interpret data. This course will be taught in a workshop format, and students will complete regular assignments and a final project that provide hands-on programming/analysis experiences.
PREREQUISITES: One prior course MATH, STAT, or CMSC course, or BIOL 170, or BIOL 280, or consent of instructor
Units: 6
Also listed as Statistics 205
Prerequisite: One prior course MATH, STAT, or CMSC course, or BIOL 170, or BIOL 280, or consent of instructor
CMSC 210: Introduction to Scientific Programming
An introduction to computer programming with an emphasis on numerical applications in mathematics and the sciences. Topics include elementary programming concepts in the Python language, design and implementation of numerical algorithms, and an introduction to symbolic computation.
PREREQUISITES: One term of calculus (either MATH 140 or MATH 120), or consent of instructor
Units: 6
Prerequisite: One term of calculus (either MATH 140 or MATH 120), or consent of instructor
ECON 225: Introduction to Game Theory
Introduction to Game Theory
This course will present a thorough introduction to decision theory, the study of how people should or do make decisions. Building on that foundation, game theory, the science of strategy, will be introduced, with economic applications.
Units: 6
PSYC 260: Developmental Psychology
A study of the development of behavior and mental processes from conception through middle childhood. Topics include prenatal development, attachment, children’s language skills, social and cognitive development. A variety of theoretical perspectives are covered.
PREREQUISITES: PSYC 100 or sophomore standing
Units: 6
Prerequisite: PSYC 100 or sophomore standing
PSYC 265: Developmental Psychology (with laboratory)
Identical in content to Psychology 260, but requiring a weekly three-hour laboratory that involves systematic work with infants and children to learn assessment techniques and experimental methodologies for the study of development.
PREREQUISITES: PSYC 100 or sophomore standing
Units: 6
Prerequisite: PSYC 100 or sophomore standing
COSC 300: Topics in Cognitive Science
An in-depth exploration of a topic in cognitivie science. May be repeated when topic is different.
Topic for Spring 2019: The Making of Scientific Facts
In this seminar we’ll examine scientific facts: what they are and how they are constructed and contested. For background, we’ll read physician Ludwik Fleck’s Genesis and Development of a Scientific Fact (1935), physicist-historian Thomas Kuhn’s The Structure of Scientific Revolutions (1962), and anthropologist Bruno Latour and sociologist Steve Woolgar’s Laboratory Life: The Construction of Scientific Facts (1979). We’ll explore the practices of scientists at Lawrence and consider the role of facts in disputes over science education and climate change.
Units: 6
PHIL 300: Epistemology
An examination of some basic questions concerning the nature and extent of human knowledge, focusing on the topics of skepticism, justification, certainty, the a priori and the a posteriori, and analyses of knowledge.
PREREQUISITES: One course in philosophy, junior standing, or consent of instructor
Units: 6
Prerequisite: One course in philosophy, junior standing, or consent of instructor
PHIL 310: Metaphysics
An examination of some central philosophical questions about reality, such as: What basic kinds of things are there? Is truth always and only relative to a conceptual scheme? What is the nature of necessity and possibility? What is the nature of change over time?
PREREQUISITES: One course in philosophy, junior standing, or consent of instructor
Units: 6
Prerequisite: One course in philosophy, junior standing, or consent of instructor
ANTH 330: Language and Culture
An introduction to the core concepts of linguistic anthropology, definitions of language, basic methods of linguistic anthropology (observation, transcription, analysis, ethnography), power and language, language discrimination, and language ideology theory. Lectures, discussions, and labs.
PREREQUISITES: ANTH 110 or ANTH 130 or LING 150
Units: 6
Also listed as Linguistics 330
Prerequisite: ANTH 110 or ANTH 130 or LING 150
LING 330: Language and Culture
An introduction to the core concepts of linguistic anthropology, definitions of language, basic methods of linguistic anthropology (observation, transcription, analysis, ethnography), power and language, language discrimination, and language ideology theory. Lectures, discussions, and labs.
PREREQUISITES: ANTH 110 or LING 150
Units: 6
Also listed as Anthropology 330
Prerequisite: ANTH 110 or LING 150
LING 335: Lexical Semantics
This course introduces fundamental concepts and research issues in the linguistic study of word meaning. Topics include: representation of word meaning; relation between lexical, truth-conditional and context-dependent meanings; semantic relations; meaning variation; semantic properties of nouns and verbs (e.g. mass-count distinction, verb classes, aspect, semantic roles); interaction between content and function words.
PREREQUISITES: LING 150
Units: 6
Prerequisite: LING 150
BIOL 340: Topics in Neuroscience
A study of the nervous system from the perspectives of psychology and biology. Topics vary year to year and may include glial cells, neural development, and the evolution of nervous systems and neurotransmitter systems. Lecture only. May be repeated when topic is different.
Topic for Fall 2024: Biopsychology of Parenting
PREREQUISITES: CHEM 116, BIOL 150 and one course in psychology; or PSYC 360 and one course in biology; or consent of instructor
This discussion-based course will explore the biological and psychological phenomena behind differences in parental practices. Particularly, we will address the physiological, hormonal, ecological and social bases of these differences. We will consider a variety of animal species, including humans.
Units: 6
Also listed as Psychology 580, Neuroscience 580
Prerequisite: CHEM 116, BIOL 150 and one course in psychology; or PSYC 360 and one course in biology; or consent of instructor
LING 340: Syntax
An introduction to descriptive analysis of morphological and syntactic structures in natural languages with an emphasis on gaining insight into the nature of such structures, rather than on linguistic formalization. Topics include levels of representation, X-bar theory, case theory, thematic roles, the lexicon, grammatical function-changing rules, and head-complement relations.
PREREQUISITES: LING 150 or consent of instructor
Units: 6
Prerequisite: LING 150 or consent of instructor
PSYC 340: Cognitive Psychology (with laboratory)
This course investigates the mental processes involved in the acquisition, organization, and use of knowledge. Topics surveyed include attention, memory, imagery, and problem solving. One laboratory per week involving demonstrations, experiments, and other hands-on learning opportunities.
PREREQUISITES: PSYC 100
Units: 6
Prerequisite: PSYC 100
ANTH 345: Distributed Cognition and the Extended Mind
The new science of the mind treats cognition as a distributed process involving the brain, body, and world. This seminar explores the role of material settings and tools, bodily engagement, social interaction, and cultural processes in human reasoning, problem solving, and learning. Students will write short papers examining aspects of cognitive activity in real-world settings.
PREREQUISITES: PHIL 105 recommended
Units: 6
Also listed as Education Studies 345, Psychology 345, Cognitive Science 345
Prerequisite: PHIL 105 recommended
COSC 345: Distributed Cognition and the Extended Mind
The new science of the mind treats cognition as a distributed process involving the brain, body, and world. This seminar explores the role of material settings and tools, bodily engagement, social interaction, and cultural processes in human reasoning, problem solving, and learning. Students will write short papers examining aspects of cognitive activity in real-world settings.
PREREQUISITES: PHIL 105 recommended
Units: 6
Also listed as Education Studies 345, Anthropology 345, Psychology 345
Prerequisite: PHIL 105 recommended
EDST 345: Distributed Cognition and the Extended Mind
The new science of the mind treats cognition as a distributed process involving the brain, body, and world. This seminar explores the role of material settings and tools, bodily engagement, social interaction, and cultural processes in human reasoning, problem solving, and learning. Students will write short papers examining aspects of cognitive activity in real-world settings.
PREREQUISITES: PHIL 105 recommended
Units: 6
Also listed as Anthropology 345, Psychology 345, Cognitive Science 345
Prerequisite: PHIL 105 recommended
PSYC 345: Distributed Cognition and the Extended Mind
The new science of the mind treats cognition as a distributed process involving the brain, body, and world. This seminar explores the role of material settings and tools, bodily engagement, social interaction, and cultural processes in human reasoning, problem solving, and learning. Students will write short papers examining aspects of cognitive activity in real-world settings.
PREREQUISITES: PHIL 105 recommended
Units: 6
Also listed as Education Studies 345, Anthropology 345, Cognitive Science 345
Prerequisite: PHIL 105 recommended
PHIL 347: Valuing Art: The Philosophy and Psychology of Aesthetic Appreciation
How and why do we value art? Is there an objective standard of taste or is taste relative? How does and aesthetic property--such as beauty--differ from other properties of art--such as being made of stone? What are the roles of emotion and evolution in aesthetic response? These and other questions will be considered in this discussion-oriented class. Appropriate for those interested in philosophy, art history or cognitive science.
PREREQUISITES: One course in philosophy or sophomore standing, or consent of instructor
Units: 6
Prerequisite: One course in philosophy or sophomore standing, or consent of instructor
LING 350: Phonology
An introduction to the formal study of phonetics, phonemics, and phonological analysis and theory. Topics include stress, syllable structure, tones, metrics, phonotactics, and links between phonology and morphology/syntax; exercises on familiar and unfamiliar languages.
PREREQUISITES: LING 150 or consent of instructor
Units: 6
Prerequisite: LING 150 or consent of instructor
PSYC 350: Psychopharmacology and Behavior
An interdisciplinary examination of the ways in which behaviorally active drugs exert their effects, drawing on research in pharmacology, psychology, biochemistry, anatomy, and neurophysiology. Provides an understanding and appreciation of the role of behaviorally active drugs in people’s lives, today and in the past.
PREREQUISITES: Sophomore standing; at least one prior biology course recommended
Units: 6
Prerequisite: Sophomore standing; at least one prior biology course recommended
PSYC 360: Brain and Behavior I
An introduction to the structure and function of the nervous system and its relationship to behavior. Topics include cellular physiology, neuroanatomy, sensory processes, motor control, and neuropharmacology. No laboratory.
PREREQUISITES: Sophomore standing; at least one biology course recommended
Units: 6
Prerequisite: Sophomore standing; at least one biology course recommended
LING 370: Phonetics
An introduction to the science of speech sounds, focusing on descriptive and experimental studies of articulation and speech acoustics. Laboratory demonstrations of speech production, acoustical analysis, and speech synthesis are combined with lecture/demonstrations to relate phonetics research to theories of phonology and language acquisition.
PREREQUISITES: LING 150, PSYC 340, or consent of instructor
Units: 6
Also listed as Psychology 375
Prerequisite: LING 150, PSYC 340, or consent of instructor
PSYC 370: Perception
An introduction to the physiological and psychological processes by which we receive, transform, and use the information from the world acquired through our senses. Special emphasis on visual and auditory perception to allow a more in-depth study of two perceptual systems and to provide information useful to those interested in the visual arts and music.
PREREQUISITES: PSYC 100 or sophomore standing
Units: 6
Prerequisite: PSYC 100 or sophomore standing
LING 400: Philosophy of Language
An examination of major theories of meaning, reference, and cognitive content and an attempt to understand how language functions to relate “internal” psychological states to things in the “external” world. Contemporary philosophers are emphasized.
PREREQUISITES: One course in philosophy, junior standing, or consent of instructor; PHIL 150 recommended
Units: 6
Also listed as Philosophy 400
Prerequisite: One course in philosophy, junior standing, or consent of instructor; PHIL 150 recommended
PHIL 400: Philosophy of Language
An examination of major theories of meaning, reference, and cognitive content and an attempt to understand how language functions to relate “internal” psychological states to things in the “external” world. Contemporary philosophers are emphasized.
PREREQUISITES: One course in philosophy, junior standing, or consent of instructor; PHIL 150 recommended
Units: 6
Also listed as Linguistics 400
Prerequisite: One course in philosophy, junior standing, or consent of instructor; PHIL 150 recommended
LING 405: How to Do Things With Words
An examination of major and cutting edge topics in the philosophy of language and linguistics. Where do word meanings come from? How can one word mean different things in different contexts? How do we promise or make commitments? Why do slurs hurt and jokes amuse? What is the nature of metaphor? Where does the border between what words mean and what speakers mean with words lie? These and other questions will be considered. Appropriate for students with an interest in philosophy, linguistics, or cognitive science.
PREREQUISITES: One course in philosophy, junior standing, or consent of the instructor
Units: 6
Also listed as Philosophy 405
Prerequisite: One course in philosophy, junior standing, or consent of the instructor
PHIL 405: How to Do Things With Words
An examination of major and cutting edge topics in the philosophy of language and linguistics. Where do word meanings come from? How can one word mean different things in different contexts? How do we promise or make commitments? Why do slurs hurt and jokes amuse? What is the nature of metaphor? Where does the border between what words mean and what speakers mean with words lie? These and other questions will be considered. Appropriate for students with an interest in philosophy, linguistics, or cognitive science.
PREREQUISITES: One course in philosophy, junior standing, or consent of the instructor
Units: 6
Also listed as Linguistics 405
Prerequisite: One course in philosophy, junior standing, or consent of the instructor
ECON 410: Advanced Game Theory and Applications
This course develops game theory, the science of strategic interaction, i.e., interdependent individuals seeking to promote their self interest, with applications in economics, biology, and philosophy. The mathematical nature of game theoretic models will be reflected in a focus on problem solving. Sufficient mathematical maturity required.
PREREQUISITES: MATH 130 or MATH 140; MATH 300 recommended
Units: 6
Prerequisite: MATH 130 or MATH 140; MATH 300 recommended
PHIL 410: Philosophy of Mind
What is the relationship between the mind and the body? What is the nature of conscious experience? How do mental states represent states of the world? Is our common sense conception of mental states and processes compatible with the methods and assumptions of cognitive science? These and other questions in the philosophy of mind will be considered.
PREREQUISITES: One course in philosophy, PSYC 340, junior standing, or consent of instructor
Units: 6
Prerequisite: One course in philosophy, PSYC 340, junior standing, or consent of instructor
LING 420: Topics in Logic
Units: 6
Also listed as Philosophy 420
Prerequisite: PHIL 150 or consent of instructor
PHIL 420: Topics in Logic
An investigation of topics selected from among the following: consistency and completeness theorems for both sentential and predicate logic, Gödel’s Incompleteness Theorem, logical paradoxes (Russell’s Paradox, the Liar Paradox, and Newcomb’s Paradox), and modal-tense logic and its formal semantics
Units: 6
Also listed as Linguistics 420
Prerequisite: PHIL 150 or consent of instructor
PSYC 420: Clinical and Affective Neuroscience
This course focuses on advanced topics in neuroscience involving emotion. We will explore emerging knowledge of the brain's involvement in emotional behaviors, including physiological and psychological states. Course topics include: neural plasticity, human neuroscience methods, emotions, and pathophysiology of affective disorders.
PREREQUISITES: NESC 200, PSYC 348, or PSYC 365
Units: 6
Prerequisite: NESC 200, PSYC 348, or PSYC 365
LING 450: Topics in the Psychology of Language
An examination of the nature and structure of language, integrating knowledge from linguistics, psychology, neurophysiology, and sociology. Focus on the psychological theories and experimental evidence about language production and perception.
Units: 6
Also listed as Psychology 540
Prerequisite: PSYC 340, LING 150, or consent of instructor
CMSC 470: Artificial Intelligence
A detailed investigation into foundational concepts of artificial intelligence: search, knowledge representation, and automated planning. Specific topics include uninformed and heuristic search techniques, logic-based knowledge representations, automated theorem-proving, logic programming (Prolog), action representations, means-ends analysis, regression and partial-order planning, and reachability analysis using graphs.
PREREQUISITES: CMSC 250 and CMSC 270
Units: 6
Prerequisite: CMSC 250 and CMSC 270
LING 470: Cognitive Linguistics
Cognitive linguistics is a subfield of linguistics and cognitive science that studies conceptual structure, language, and meaning in relation to general cognitive mechanisms. Topics include cognitive and construction grammars, categorization, construal, image schemas, mental spaces, conceptual metaphors, and conceptual blending.
PREREQUISITES: LING 150 or consent of instructor
Units: 6
Prerequisite: LING 150 or consent of instructor
CMSC 515: Theory of Computation
A study of programming in the abstract, leading to an understanding of the precise nature and limitations of computing machines. Topics include universal computing machines such as Turing machines, decidable and undecidable predicates, regular and pushdown automata, and regular and context-free grammars.
PREREQUISITES: CMSC 150 and MATH 230
Units: 6
Prerequisite: CMSC 150 and MATH 230
PSYC 525: Brain and Behavior II (no lab)
This course is identical in content to PSYC 530, but it has no laboratory. An examination of the interrelationships between the brain and behavior. Topics include sleep, language, motivation, emotions, learning, and mental disorders.
PREREQUISITES: PSYC 360
Units: 6
Prerequisite: PSYC 360
PSYC 540: Topics in the Psychology of Language
An examination of the nature and structure of language, integrating knowledge from linguistics, psychology, neurophysiology, and sociology. Focus on the psychological theories and experimental evidence about language production and perception.
Units: 6
Also listed as Linguistics 450
COSC 545: Gesture Studies
Gesture studies is an interdisciplinary field that examines the use of the hands and other parts of the body in communication and cognition. In this seminar we discuss studies of gesture types, universals, and variations; gesture development; gesture production and perception; relations of gesture to thought and language (spoken and signed); and functions of gesture in human interaction, problem-solving, and learning.
PREREQUISITES: One 200-level course in linguistics or psychology, or consent of the instructor.
Units: 6
Also listed as Linguistics 545, Psychology 545
Prerequisite: One 200-level course in linguistics or psychology, or consent of the instructor.
LING 545: Gesture Studies
Gesture studies is an interdisciplinary field that examines the use of the hands and other parts of the body in communication and cognition. In this seminar we discuss studies of gesture types, universals, and variations; gesture development; gesture production and perception; relations of gesture to thought and language (spoken and signed); and functions of gesture in human interaction, problem-solving, and learning.
PREREQUISITES: One 200-level course in linguistics or psychology, or consent of the instructor
Units: 6
Also listed as Cognitive Science 545, Psychology 545
Prerequisite: One 200-level course in linguistics or psychology, or consent of the instructor
PSYC 545: Gesture Studies
Gesture studies is an interdisciplinary field that examines the use of the hands and other parts of the body in communication and cognition. In this seminar we discuss studies of gesture types, universals, and variations; gesture development; gesture production and perception; relations of gesture to thought and language (spoken and signed); and functions of gesture in human interaction, problem-solving, and learning.
PREREQUISITES: One 200-level course in linguistics or psychology, or consent of the instructor
Units: 6
Also listed as Cognitive Science 545, Linguistics 545
Prerequisite: One 200-level course in linguistics or psychology, or consent of the instructor
PSYC 580: Topics in Neuroscience
A study of the nervous system from the perspectives of psychology and biology. Topics vary year to year and may include glial cells, neural development, and the evolution of nervous systems and neurotransmitter systems. Lecture only. May be repeated when topic is different.
Topic for Fall 2024: Biopsychology of Parenting
PREREQUISITES: CHEM 116, BIOL 150 and one course in psychology; or PSYC 360 and one course in biology; or consent of instructor
This discussion-based course will explore the biological and psychological phenomena behind differences in parental practices. Particularly, we will address the physiological, hormonal, ecological and social bases of these differences. We will consider a variety of animal species, including humans.
Units: 6
Also listed as Biology 340, Neuroscience 580
Prerequisite: CHEM 116, BIOL 150 and one course in psychology; or PSYC 360 and one course in biology; or consent of instructor
COSC 591: Directed Study in Cognitive Science
Directed study follows a syllabus set primarily by the instructor to meet the needs or interests of an individual student or small group of students. The main goal of directed study is knowledge or skill acquisition, not research or creative work.
PREREQUISITES: To register student must complete the Student Initiated Course Form with consultation of supervising instructor.
Units: 1 TO 98
Prerequisite: To register student must complete the Student Initiated Course Form with consultation of supervising instructor.
COSC 599: Independent Study in Cognitive Science
Individualized advanced research under staff guidance to prepare a substantial paper.
PREREQUISITES: To register student must complete the Student Initiated Course Form with consultation of supervising instructor.
Units: 1 TO 98
Prerequisite: To register student must complete the Student Initiated Course Form with consultation of supervising instructor.
COSC 695: Internship in Cognitive Science
The academic component of the internship includes readings related to the substance of the internship, discussions with the faculty supervisor, and a written report appropriate to the discipline. Course grades are based on this academic work.
Units: 1 TO 98
COSC 699: Independent Study in Cognitive Science
Advanced study, arranged in consultation with the department chair. Students contemplating an honors project should register for this course.
PREREQUISITES: To register student must complete the Student Initiated Course Form with consultation of supervising instructor.
Units: 1 TO 98
Prerequisite: To register student must complete the Student Initiated Course Form with consultation of supervising instructor.
