IEEE - Institute of Electrical and Electronics Engineers, Inc. - Support Tool for the Combined Software/Hardware Design of On-Chip ELM Training for SLFF Neural Networks

Author(s): Manuel Bataller-Mompean ; Jose Miguel Martinez-Villena ; Alfredo Rosado-Munoz ; Jose V. Frances-Villora ; Juan F. Guerrero-Martinez ; Marek Wegrzyn ; Marian Adamski
Sponsor(s): IEEE Industrial Electronics Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2016
Volume: 12
Page(s): 1,114 - 1,123
ISSN (Paper): 1551-3203
ISSN (Online): 1941-0050
DOI: 10.1109/TII.2016.2554521
Regular:

Typically, hardware implemented neural networks are trained before implementation. Extreme learning machine (ELM) is a noniterative training method for single-layer feed-forward (SLFF) neural... View More

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