A computational model of routine procedural memory

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dc.contributor.advisorByrne, Michael D.
dc.contributor.committeeMemberKortum, Philip T.
dc.contributor.committeeMemberLane, David M.
dc.contributor.committeeMemberAutry, Lynette S.
dc.contributor.committeeMemberDannemiller, James L.
dc.contributor.committeeMemberNapier, Albert H.
dc.creatorTamborello, Franklin Patrick, II
dc.date.accessioned2011-07-25T01:39:18Z
dc.date.available2011-07-25T01:39:18Z
dc.date.issued2009
dc.description.abstractCooper and Shallice (2000) implemented a computational version of the Norman and Shallice's (1986) Contention Scheduling Model (CSM). The CSM is a hierarchically organized network of action schemas and goals. Botvinick and Plaut (2004) instead took a connectionist approach to modeling routine procedural behavior. They argued in favor of holistic, distributed representation of learned step co-occurrence associations. Two experiments found that people can adapt routine procedural behavior to changing circumstances quite readily and that other factors besides statistical co-occurrence can have influence on action selection. A CSM-inspired ACT-R model of the two experiments is the first to postdict differential error rates across multiple between-subjects conditions and trial types. Results from the behavioral and modeling studies favor a CSM-like theory of human routine procedural memory that uses discrete, hierarchically-organized goal and action representations that are adaptable to new but similar procedures.
dc.description.sponsorshipThis work was funded by Office of Naval Research grants #N00014-03-1-0094 and #N00014-06-1-0056.en_US
dc.format.mimetypeapplication/pdf
dc.identifier.callnoTHESIS PSYCH. 2009 TAMBORELLO
dc.identifier.citationTamborello, Franklin Patrick, II. "A computational model of routine procedural memory." (2009) Diss., Rice University. <a href="https://hdl.handle.net/1911/61904">https://hdl.handle.net/1911/61904</a>.
dc.identifier.urihttps://hdl.handle.net/1911/61904
dc.language.isoeng
dc.rightsCopyright is held by the author, unless otherwise indicated. Permission to reuse, publish, or reproduce the work beyond the bounds of fair use or other exemptions to copyright law must be obtained from the copyright holder.
dc.subjectExperimental psychology
dc.subjectCognitive psychology
dc.titleA computational model of routine procedural memory
dc.typeThesis
dc.type.materialText
thesis.degree.departmentPsychology
thesis.degree.disciplineSocial Sciences
thesis.degree.grantorRice University
thesis.degree.levelDoctoral
thesis.degree.nameDoctor of Philosophy
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