{"id":{"repo_id":"umn","oai_identifier":"oai:conservancy.umn.edu:11299/194667"},"canonical_url":"https://search.dev.ndltd.org/etd/umn/oai:conservancy.umn.edu:11299/194667","repository":{"repo_id":"umn","name":"University of Minnesota","base_url":"https://conservancy.umn.edu/server/oai/request"},"display":{"title":"Stochastic Computation from Serial to Parallel","abstract":"​Stochastic Computing is a digital computation approach that operates on random bit streams to perform complex tasks with much smaller hardware footprints compared to conventional binary radix approaches. SC works based on the assumption that input bit streams are independent random sequences of 1’s and 0’s.​ ​In this dissertation, both serial and parallel configuration of SC are presented in a class of complex dynamic system.","abstract_html":"​Stochastic Computing is a digital computation approach that operates on random bit streams to perform complex tasks with much smaller hardware footprints compared to conventional binary radix approaches. SC works based on the assumption that input bit streams are independent random sequences of 1’s and 0’s.​ ​In this dissertation, both serial and parallel configuration of SC are presented in a class of complex dynamic system.","abstract_has_math":false,"creators":["Wang, Zhiheng"],"institution":null,"degree_name":null,"degree_level":null,"degree_discipline":null,"degree_department":null,"school":null,"contributors":[],"advisors":[],"committee_chairs":[],"committee_members":[],"year":2017,"date_issued":"2017-12","date_published":"2017-12","updated_at":"2026-07-24T05:20:03Z","subjects":["dynamic system","Random number generator","Stochastic Computation"],"languages":["en"],"rights":[],"rights_urls":[],"identifier_entries":[]},"links":{"outbound_url":"http://hdl.handle.net/11299/194667","outbound_label":"Handle","outbound_source":"dc:identifier.uri"},"metadata_groups":[{"id":"people","label":"People","entries":[{"key":"dc:creator","label":"Author","values":["Wang, Zhiheng"]}]},{"id":"academic_context","label":"Academic Context","entries":[{"key":"dc:date.accessioned","label":"Dc Date Accessioned","values":["2018-03-14T19:31:27Z"]},{"key":"dc:date.available","label":"Dc Date Available","values":["2018-03-14T19:31:27Z"]},{"key":"dc:date.issued","label":"Date","values":["2017-12"]},{"key":"dc:type","label":"Dc Type","values":["Thesis or Dissertation"]}]},{"id":"subjects_keywords","label":"Subjects and Keywords","entries":[{"key":"dc:subject","label":"Dc Subject","values":["dynamic system","Random number generator","Stochastic Computation"]}]},{"id":"language_rights","label":"Language and Rights","entries":[{"key":"dc:language.iso","label":"Language (ISO)","values":["en"]}]},{"id":"identifiers","label":"Identifiers","entries":[{"key":"dc:identifier.uri","label":"Identifier URI","values":["http://hdl.handle.net/11299/194667"]}]},{"id":"additional","label":"Additional Metadata","entries":[{"key":"dc:description","label":"Description","values":["University of Minnesota M.S.E.E. thesis. December 2017. Major: Electrical/Computer Engineering. Advisor: kia Bazargan. 1 computer file (PDF); vi, 35 pages."]},{"key":"dc:description.abstract","label":"Abstract","values":["​Stochastic Computing is a digital computation approach that operates on random bit streams to perform complex tasks with much smaller hardware footprints compared to conventional binary radix approaches. SC works based on the assumption that input bit streams are independent random sequences of 1’s and 0’s.​ ​In this dissertation, both serial and parallel configuration of SC are presented in a class of complex dynamic system."]},{"key":"dc:title","label":"Title","values":["Stochastic Computation from Serial to Parallel"]}]}],"canonical_facts":{"dc:creator":["Wang, Zhiheng"],"dc:date.accessioned":["2018-03-14T19:31:27Z"],"dc:date.available":["2018-03-14T19:31:27Z"],"dc:date.issued":["2017-12"],"dc:description":["University of Minnesota M.S.E.E. thesis. December 2017. Major: Electrical/Computer Engineering. Advisor: kia Bazargan. 1 computer file (PDF); vi, 35 pages."],"dc:description.abstract":["​Stochastic Computing is a digital computation approach that operates on random bit streams to perform complex tasks with much smaller hardware footprints compared to conventional binary radix approaches. SC works based on the assumption that input bit streams are independent random sequences of 1’s and 0’s.​ ​In this dissertation, both serial and parallel configuration of SC are presented in a class of complex dynamic system."],"dc:identifier.uri":["http://hdl.handle.net/11299/194667"],"dc:language.iso":["en"],"dc:subject":["dynamic system","Random number generator","Stochastic Computation"],"dc:title":["Stochastic Computation from Serial to Parallel"],"dc:type":["Thesis or Dissertation"]},"updated_at":"2026-07-24T05:20:03Z"}