?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Associative+Neural+Network&rft.creator=Tetko%2C+Igor&rft.subject=Neural+Nets&rft.description=An+associative+neural+network+(ASNN)+is+a+combination+of+an+ensemble+of+the+feed-forward+neural+networks+and+the+K-nearest+neighbor+technique.+The+introduced+network+uses+correlation+between+ensemble+responses+as+a+measure+of+distance+amid+the+analyzed+cases+for+the+nearest+neighbor+technique+and+provides+an+improved+prediction+by+the+bias+correction+of+the+neural+network+ensemble.+An+associative+neural+network+has+a+memory+that+can+coincide+with+the+training+set.+If+new+data+become+available%2C+the+network+further+improves+its+predicting+ability+and+can+often+provide+a+reasonable+approximation+of+the+unknown+function+without+a+need+to+retrain+the+neural+network+ensemble.&rft.date=2001-04&rft.type=Preprint&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F1441%2F3%2Fasnn.pdf&rft.identifier=++Tetko%2C+Igor++(2001)+Associative+Neural+Network.++%5BPreprint%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F1441%2F