AUTHOR=Xu Ying , Thakur Chetan S. , Singh Ram K. , Hamilton Tara Julia , Wang Runchun M. , van Schaik André 

TITLE=A FPGA Implementation of the CAR-FAC Cochlear Model

JOURNAL=Frontiers in Neuroscience

VOLUME=12

YEAR=2018

URL=https://www.frontiersin.org/journals/neuroscience/articles/10.3389/fnins.2018.00198

DOI=10.3389/fnins.2018.00198

ISSN=1662-453X

ABSTRACT=<p>This paper presents a digital implementation of the Cascade of Asymmetric Resonators with Fast-Acting Compression (CAR-FAC) cochlear model. The CAR part simulates the basilar membrane's (BM) response to sound. The FAC part models the outer hair cell (OHC), the inner hair cell (IHC), and the medial olivocochlear efferent system functions. The FAC feeds back to the CAR by moving the poles and zeros of the CAR resonators automatically. We have implemented a 70-section, 44.1 kHz sampling rate CAR-FAC system on an Altera Cyclone V Field Programmable Gate Array (FPGA) with 18% ALM utilization by using time-multiplexing and pipeline parallelizing techniques and present measurement results here. The fully digital reconfigurable CAR-FAC system is stable, scalable, easy to use, and provides an excellent input stage to more complex machine hearing tasks such as sound localization, sound segregation, speech recognition, and so on.</p>