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COGS-4210: Cognitive Modeling
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< meta property = "og:description" content = "Recent advances in Cognitive Science, Computer Science and Mathematics, have resulted in the ability to develop computer programs that implement Probabilistic Cognitive Models (PCMs). The cognitive models that this course covers are based on approximate Bayesian Inference implemented by Markov Chain Monte Carlo and Variational techniques that have made this approach tractable. The objective of this course is to enable the student to develop models of cognition in a Bayesian framework." >
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Cognitive Modeling
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COGS-4210
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Recent advances in Cognitive Science, Computer Science and Mathematics, have resulted in the ability to develop computer programs that implement Probabilistic Cognitive Models (PCMs). The cognitive models that this course covers are based on approximate Bayesian Inference implemented by Markov Chain Monte Carlo and Variational techniques that have made this approach tractable. The objective of this course is to enable the student to develop models of cognition in a Bayesian framework.
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4 credits
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Cross-listed with:
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2024-03-13 20:21:09 +00:00
< a class = "course-pill" href = "CSCI-4965" > CSCI-4965 Topics in CSCI< / a >
2024-03-11 14:25:28 +00:00
< a class = "course-pill" href = "PSYC-4510" > PSYC-4510 Cognitive Modeling< / a >
2024-03-02 06:45:21 +00:00
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Prereqs:
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< div id = "prereq-classes" class = "rel-info-courses" >
< a class = "course-pill" href = "CSCI-2300" > CSCI-2300 Introduction To Algorithms< / a >
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Past Term Data
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Offered
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Not Offered
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Offered as Cross-Listing Only
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No Term Data
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Simple View
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Detailed View
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< th > < / th >
< th class = "spring season-label" > Spring< / th >
< th class = "summer season-label" colspan = "2" > Summer< / th >
< th class = "fall season-label" > Fall< / th >
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< tr >
< th colspan = "2" > < / th >
< th class = "summer2 midsum-label" > (Session 1)< / th >
< th class = "summer3 midsum-label" > (Session 2)< / th >
< th > < / th >
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< th class = "year" > 2024< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202401&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Stefan Tomov Radev< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 17/19
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< / td >
2024-03-12 20:24:04 +00:00
< td class = "term summer2 not-offered" >
< / td >
< td class = "term summer3 offered" >
2024-03-11 14:25:28 +00:00
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202405&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Lucy Cui< / li >
< / ul >
< span class = "course-capacity" >
2024-05-14 23:22:02 +00:00
Seats Taken: 12/19
2024-03-11 14:25:28 +00:00
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2024-03-02 06:45:21 +00:00
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2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
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< th class = "year" > 2023< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
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< th class = "year" > 2022< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
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< th class = "year" > 2021< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202101&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 15/24
< / span >
< / div >
< / td >
2024-03-13 20:21:09 +00:00
< td colspan = "2" class = "term summer offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
< tr >
< th class = "year" > 2020< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=202001&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 10/24
< / span >
< / div >
< / td >
2024-03-13 20:21:09 +00:00
< td colspan = "2" class = "term summer offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
< tr >
< th class = "year" > 2019< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201901&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 11/24
< / span >
< / div >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2018< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201801&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 6/7
< / span >
< / div >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
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< th class = "year" > 2017< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201701&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 6/7
< / span >
< / div >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2016< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201601&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling I (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 5/7
< / span >
< / div >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2015< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201501&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling I (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 4/5
< / span >
< / div >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2014< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2013< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201309&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling I (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 5/6
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2012< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201209&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling I (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Ron Sun< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 3/5
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2011< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
< a href = "https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201109&subj_in=COGS&crse_in=4210&schd_in=" > Cognitive Modeling I (4c)< / a >
< / span >
< ul class = "prof-list" >
< li > Michael J. Schoelles< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 2/2
< / span >
< / div >
< / td >
< / tr >
< tr >
< th class = "year" > 2010< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-11 14:25:28 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2009< / th >
2024-03-11 14:25:28 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-11 14:25:28 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2008< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2007< / th >
2024-03-11 14:25:28 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2006< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
< tr >
< th class = "year" > 2005< / th >
2024-03-11 14:25:28 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2004< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2003< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2002< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2001< / th >
< td class = "term spring not-offered" >
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
2024-03-13 20:21:09 +00:00
< td class = "term fall offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< / tr >
< tr >
< th class = "year" > 2000< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
< tr >
< th class = "year" > 1999< / th >
2024-03-13 20:21:09 +00:00
< td class = "term spring offered-diff-code" >
2024-03-02 06:45:21 +00:00
< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
< / td >
< / tr >
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< th class = "year" > 1998< / th >
< td class = "term spring unscheduled" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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