IEEE - Institute of Electrical and Electronics Engineers, Inc. - The self-organizing reduced kernel density estimator

Proceedings of 1993 IEEE International Conference on Neural Networks (ICNN '93)

Author(s): Holmstrom, L. ; Hamalainen, A.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 1993
Conference Location: San Francisco, CA, USA, USA
Conference Date: 28 March 1993
ISBN (Paper): 0-7803-0999-5
DOI: 10.1109/ICNN.1993.298593
Regular:

The problem of reducing the number of terms in a kernal density estimator is considered. An online algorithm is proposed, where the kernel centers are tuned using the self-organizing feature map.... View More

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