?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Representation+and+Extrapolation+in+Multi-Layer+Perceptrons&rft.creator=Browne%2C+Antony&rft.subject=Cognitive+Psychology&rft.subject=Artificial+Intelligence&rft.subject=Neural+Nets&rft.description=To+give+an+adequate+explanation+of+cognition+and+perform+certain+practical+tasks+connectionist+systems+must+be+able+to+extrapolate.+This+work+has+explored+the+relationship+between+input+representation+and+extrapolation%2C+using+simulations+of+multi-layer+perceptrons+trained+to+model+the+identity+function.+It+has+been+discovered+that+representation+has+a+marked+effect+on+extrapolation.+&rft.date=2001-10&rft.type=Preprint&rft.type=PeerReviewed&rft.format=application%2Fpostscript&rft.identifier=http%3A%2F%2Fcogprints.org%2F1904%2F1%2FNcompExtrap.ps.zip&rft.identifier=++Browne%2C+Antony++(2001)+Representation+and+Extrapolation+in+Multi-Layer+Perceptrons.++%5BPreprint%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F1904%2F