IEEE - Institute of Electrical and Electronics Engineers, Inc. - Musical notes classification with neuromorphic auditory system using FPGA and a convolutional spiking network

2015 International Joint Conference on Neural Networks (IJCNN)

Author(s): E. Cerezuela-Escudero ; A. Jimenez-Fernandez ; R. Paz-Vicente ; M. Dominguez-Morales ; A. Linares-Barranco ; G. Jimenez-Moreno
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.2015.7280619
Regular:

In this paper, we explore the capabilities of a sound classification system that combines both a novel FPGA cochlear model implementation and a bio-inspired technique based on a trained... View More

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