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Author(s): Carpenter, G.A. | Grossberg, S. | Reynolds, J.H. |
Year: 1993
Citation: U.S. Patent No. 5,214,715: Predictive self-organizing neural network
Abstract: U.S. Patent No. 5,214,715: Predictive self-organizing neural network (Filed: January 31, 1991. Issued: May 25, 1993). Based on Carpenter, G.A., Grossberg, S., & Reynolds, J.H. (1991). ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network. Neural Networks, 4, 565-588.
ARTMAP: Supervised real-time learning and classification of nonstationary data by a self-organizing neural network
This article introduces a new neural network architecture, called ARTMAP, that autonomously learns to classify arbitrarily many, arbitrarily ordered vectors into recognition categories based on predictive success. This ... Article Details