?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Self-Organization+of+Innate+Face+Preferences%3A+Could+Genetics+Be+Expressed+Through+Learning%3F&rft.creator=Bednar%2C+James+A.&rft.creator=Miikkulainen%2C+Risto&rft.subject=Neural+Nets&rft.subject=Developmental+Psychology&rft.subject=Neural+Modelling&rft.description=Self-organizing+models+develop+realistic+cortical+structures+when+given+approximations+of+the+visual+environment+as+input%2C+and+are+an+effective+way+to+model+the+development+of+face+recognition+abilities.+However%2C+environment-driven+self-organization+alone+cannot+account+for+the+fact+that+newborn+human+infants+will+preferentially+attend+to+face-like+stimuli+even+immediately+after+birth.+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+on+self-organization+as+does+the+external+environment.+Internal+pattern+generators+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+model+show+that+such+preorganization+can+account+for+newborn+face+preferences%2C+providing+a+computational+framework+for+examining+how+genetic+influences+interact+with+experience+to+construct+a+complex+system.++%0A&rft.publisher=MIT+Press&rft.date=2000&rft.type=Conference+Paper&rft.type=PeerReviewed&rft.format=application%2Fpostscript&rft.identifier=http%3A%2F%2Fcogprints.org%2F1899%2F1%2Fbednar.aaai2000.ps.Z&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F1899%2F4%2Fbednar.aaai2000.pdf&rft.identifier=++Bednar%2C+James+A.+and+Miikkulainen%2C+Risto++(2000)+Self-Organization+of+Innate+Face+Preferences%3A+Could+Genetics+Be+Expressed+Through+Learning%3F++%5BConference+Paper%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F1899%2F