IEEE - Institute of Electrical and Electronics Engineers, Inc. - OXRAM based ELM architecture for multi-class classification applications

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): Manan Suri ; Vivek Parmar ; Gilbert Sassine ; Fabien Alibart
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 - 8
ISBN (Electronic): 978-1-4799-1960-4
ISBN (DVD): 978-1-4799-1959-8
ISSN (Electronic): 2161-4407
DOI: 10.1109/IJCNN.2015.7280603
Regular:

In this paper, we show how metal-oxide (OxRAM) based nanoscale memory devices can be exploited to design low-power Extreme Learning Machine (ELM) architectures. In particular we fabricated... View More

Advertisement