IEEE - Institute of Electrical and Electronics Engineers, Inc. - A divide-and-conquer strategie for FPGA implementations of large MLP-based classifiers

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Javier Echanobe ; Raul Finker ; Ines del Campo
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2015
Conference Location: Killarney, Ireland
Conference Date: 12 July 2015
Page(s): 1 - 7
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280547
Regular:

This paper presents a methodology to implement large Neural Networks based classifiers in low-cost FPGAs. The idea is to divide the large Neural Network into several smaller networks which can... View More

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