IEEE - Institute of Electrical and Electronics Engineers, Inc. - A scalable FPGA architecture for non-linear SVM training

2008 International Conference on Field-Programmable Technology

Author(s): M. Papadonikolakis ; C.-S. Bouganis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2008
Conference Location: Taipei, Taiwan
Conference Date: 8 December 2008
Page(s): 337 - 340
ISBN (CD): 978-1-4244-2796-3
ISBN (Paper): 978-1-4244-3783-2
DOI: 10.1109/FPT.2008.4762412
Regular:

Support vector machines (SVMs) is a popular supervised learning method, providing state-of-the-art accuracy in various classification tasks. However, SVM training is a time-consuming task for... View More

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