IEEE - Institute of Electrical and Electronics Engineers, Inc. - Digital Hardware Architectures of Kohonen's Self Organizing Feature Maps with Exponential Neighboring Function

2006 IEEE International Conference on Reconfigurable Computing and FPGA's

Author(s): J. Pena ; M. Vanegas ; A. Valencia
Sponsor(s): IEEE Sect. Puebla/Mexico
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2006
Conference Location: San Luis Potosi, Mexico
Conference Date: 20 September 2006
Page(s): 1 - 8
ISBN (CD): 1-4244-0690-0
ISBN (Paper): 1-4244-0689-7
DOI: 10.1109/RECONF.2006.307761
Regular:

Kohonen maps are self-organizing neural networks that categorize input data, capturing its topology and probability distribution. Efficient hardware implementations of such maps require the... View More

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