TY - GEN ID - cogprints1441 UR - http://cogprints.org/1441/ A1 - Tetko, Igor TI - Associative Neural Network Y1 - 2001/04// N2 - 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, 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. AV - public KW - Neural networks KW - associative memory KW - prototype selection KW - bias correction KW - k-nearest neighbors KW - memoryless KW - memory-based methods ER -