?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=TEMECOR%3A+An+Associative%2C+Spatio-temporal+Pattern+Memory+for+Complex+State+Sequences&rft.creator=Rinkus%2C+Gerard+J.&rft.subject=Computational+Neuroscience&rft.subject=Neural+Nets&rft.description=The+problem+of+representing+large+sets+of+complex+state+sequences+(CSSs)---i.e.%2C+sequences+in+which+states+can+recur+multiple+times---has+thus+far+resisted+solution.++This+paper+describes+a+novel+neural+network+model%2C+TEMECOR%2C+which+has+very+large+capacity+for+storing+CSSs.++Furthermore%2C+in+contrast+to+the+various+back-propagation-based+attempts+at+solving+the+CSS+problem%2C+TEMECOR+requires+only+a+single+presentation+of+each+sequence.+TEMECOR's+power+derives+from+a)+its+use+of+a+combinatorial%2C+distributed+representation+scheme%2C+and+b)+its+method+of+choosing+internal+representations+of+states+at+random.+Simulation+results+are+presented+which+show+that+the%0Anumber+of+spatio-temporal+binary+feature+patterns+which+can+be+stored+to+some+criterion+accuracy+(e.g.%2C+97%25)+increases+faster-than-linearly+in+the+size+of+the+network.++This+is+true+for+both+uncorrelated+and+correlated+pattern+sets%2C%0Aalthough+the+rate+is+slightly+slower+for+correlated+patterns.&rft.publisher=Lawrence+Erlbaum+Associates%2C+Inc.+and+INNS+Press&rft.date=1995&rft.type=Conference+Paper&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F3472%2F1%2Fwcnn95.pdf&rft.identifier=++Rinkus%2C+Gerard+J.++(1995)+TEMECOR%3A+An+Associative%2C+Spatio-temporal+Pattern+Memory+for+Complex+State+Sequences.++%5BConference+Paper%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F3472%2F