Wörgötter, Florentin Andreas

[["dc.bibliographiccitation.firstpage","13"],["dc.bibliographiccitation.lastpage","15"],["dc.bibliographiccitation.seriesnr","2130"],["dc.contributor.author","Woergoetter, Florentin"],["dc.contributor.editor","Dorffner, Georg"],["dc.contributor.editor","Bischof, Horst"],["dc.contributor.editor","Hornik, Kurt"],["dc.date.accessioned","2017-09-07T11:45:32Z"],["dc.date.available","2017-09-07T11:45:32Z"],["dc.date.issued","2001"],["dc.description.abstract","The visual system of vertebrates is a highly efficient, dynamic scene-analysis machine even though many aspects of its own design are at a first glance rather inconvenient from the viewpoint of an neural network- or computer vision engineer. For several of these apparently imperfect design principles, it seems, however, that the system is able to turn things around and instead make a virtue out of them."],["dc.identifier.doi","10.1007/3-540-44668-0_3"],["dc.identifier.gro","3151805"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/8634"],["dc.language.iso","en"],["dc.notes.status","final"],["dc.notes.submitter","chake"],["dc.publisher","Springer"],["dc.publisher.place","Berlin, Heidelberg"],["dc.relation.conference","International Conference on Artificial Neural Networks (ICANN-2001)"],["dc.relation.crisseries","Lecture Notes in Computer Science"],["dc.relation.eventend","2001-08-25"],["dc.relation.eventlocation","Wien"],["dc.relation.eventstart","2001-08-21"],["dc.relation.isbn","978-3-540-42486-4"],["dc.relation.ispartof","Artificial Neural Networks — ICANN 2001"],["dc.relation.ispartofseries","Lecture Notes in Computer Science;2130"],["dc.relation.issn","0302-9743"],["dc.title","Bad Design and Good Performance: Strategies of the Visual System for Enhanced Scene Analysis"],["dc.type","conference_paper"],["dc.type.internalPublication","no"],["dc.type.peerReviewed","no"],["dspace.entity.type","Publication"]]

[["dc.bibliographiccitation.firstpage","1115"],["dc.bibliographiccitation.lastpage","1120"],["dc.bibliographiccitation.seriesnr","2130"],["dc.contributor.author","Porr, Bernd"],["dc.contributor.author","Woergoetter, Florentin"],["dc.contributor.editor","Dorffner, Georg"],["dc.contributor.editor","Bischof, Horst"],["dc.contributor.editor","Hornik, Kurt"],["dc.date.accessioned","2017-09-07T11:45:24Z"],["dc.date.available","2017-09-07T11:45:24Z"],["dc.date.issued","2001"],["dc.description.abstract","A novel approach for learning of temporally extended, continuous signals is developed within the framework of rate coded neurons. A new temporal Hebb like learning rule is devised which utilizes the predictive capabilities of bandpass filtered signals by using the derivative of the output to modify the weights. The initial development of the weights is calculated analytically applying signal theory and simulation results are shown to demonstrate the performance of this approach. In addition we show that only few units suffice to process multiple inputs with long temporal delays."],["dc.identifier.doi","10.1007/3-540-44668-0_155"],["dc.identifier.gro","3151753"],["dc.identifier.uri","https://resolver.sub.uni-goettingen.de/purl?gro-2/8577"],["dc.language.iso","en"],["dc.notes.status","final"],["dc.notes.submitter","chake"],["dc.publisher","Springer"],["dc.publisher.place","Berlin, Heidelberg"],["dc.relation.conference","ICANN: International Conference on Artificial Neural Networks"],["dc.relation.crisseries","Lecture Notes in Computer Science"],["dc.relation.doi","10.1007/3-540-44668-0"],["dc.relation.eventend","2001-08-25"],["dc.relation.eventlocation","Vienna"],["dc.relation.eventstart","2001-08-21"],["dc.relation.isbn","978-3-540-42486-4"],["dc.relation.ispartof","Artificial Neural Networks — ICANN 2001"],["dc.relation.ispartofseries","Lecture Notes in Computer Science;2130"],["dc.relation.issn","0302-9743"],["dc.title","Temporal Hebbian Learning in Rate-Coded Neural Networks: A Theoretical Approach towards Classical Conditioning"],["dc.type","conference_paper"],["dc.type.internalPublication","no"],["dc.type.peerReviewed","no"],["dspace.entity.type","Publication"]]