?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Slow+feature+analysis+yields+a+rich+repertoire+of+complex+cell+properties%0A&rft.creator=Berkes%2C+Pietro&rft.creator=Wiskott%2C+Laurenz&rft.subject=Computational+Neuroscience&rft.description=In+this+study%2C+we+investigate+temporal+slowness+as+a+learning+principle+for+receptive+fields+using+slow+feature+analysis%2C+a+new+algorithm+to+determine+functions+that+extract+slowly+varying+signals+from+the+input+data.%0AWe+find+that+the+learned+functions+trained+on+image+sequences+develop+many+properties+found+also+experimentally+in+complex+cells+of+primary+visual+cortex%2C+such+as+direction+selectivity%2C+non-orthogonal+inhibition%2C+end-inhibition+and+side-inhibition.%0AOur+results+demonstrate+that+a+single+unsupervised+learning+principle+can+account+for+such+a+rich+repertoire+of+receptive+field+properties.&rft.date=2003-01&rft.type=Preprint&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F2785%2F1%2FBerkesWiskott2003.pdf&rft.format=application%2Fpostscript&rft.identifier=http%3A%2F%2Fcogprints.org%2F2785%2F2%2FBerkesWiskott2003.ps&rft.identifier=++Berkes%2C+Pietro+and+Wiskott%2C+Laurenz++(2003)+Slow+feature+analysis+yields+a+rich+repertoire+of+complex+cell+properties.++%5BPreprint%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F2785%2F