?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Pattern-Generator-Driven+Development+in+Self-Organizing+Models&rft.creator=Bednar%2C+James+A.&rft.creator=Miikkulainen%2C+Risto&rft.subject=Computational+Neuroscience&rft.subject=Artificial+Intelligence&rft.subject=Complexity+Theory&rft.subject=Machine+Learning&rft.subject=Neural+Nets&rft.subject=Developmental+Psychology&rft.subject=Neural+Modelling&rft.subject=Neural+Modelling&rft.description=Self-organizing+models+develop+realistic+cortical+structures+when+given+approximations+of+the+visual+environment+as+input.+Recently+it+has+been+proposed+that+internally+generated+input+patterns%2C+such+as+those+found+in+the+developing+retina+and+in+PGO+waves+during+REM+sleep%2C+may+have+the+same+effect.+Internal+pattern+generators+would+constitute+an+efficient+way+to+specify%2C+develop%2C+and+maintain+functionally+appropriate+perceptual+organization.+They+may+help+express+complex+structures+from+minimal+genetic+information%2C+and+retain+this+genetic+structure+within+a+highly+plastic+system.+Simulations+with+the+RF-LISSOM+orientation+map+model+indicate+that+such+preorganization+is+possible%2C+providing+a+computational+framework+for+examining+how+genetic+influences+interact+with+visual+experience.&rft.publisher=Plenum%2C+New+York&rft.contributor=Bower%2C+James+M.&rft.date=1998&rft.type=Conference+Paper&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F140%2F3%2Fbednar.cns97.pdf&rft.identifier=++Bednar%2C+James+A.+and+Miikkulainen%2C+Risto++(1998)+Pattern-Generator-Driven+Development+in+Self-Organizing+Models.++%5BConference+Paper%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F140%2F