Parallel distribution of an inner hair cell and auditory nerve model for real-time application

Robert James; James Garside; Michael Hopkins; Luis A. Plana; Steven Temple; Simon Davidson; Stephen Furber

doi:10.1109/TBCAS.2018.2847562

Parallel distribution of an inner hair cell and auditory nerve model for real-time application

Robert James, James Garside, Michael Hopkins, Luis A. Plana, Steven Temple, Simon Davidson, Stephen Furber

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Abstract

This paper summarises recent efforts into implementing a model of the inner hair cell and auditory nerve on a neuromorphic hardware platform, the SpiNNaker machine. Such an implementation exploits the massive parallelism of the
target architecture to obtain real-time modelling of a biologically realistic number of human auditory nerve fibres. The potential for incorporating this implementation in a full digital real-time model of the auditory pathway is then discussed.

Original language	English
Journal	IEEE Transactions on Biomedical Circuits and Systems
Early online date	11 Aug 2017
DOIs	https://doi.org/10.1109/TBCAS.2018.2847562
Publication status	Published - 2017

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08411174Final published version, 2.79 MBLicence: CC BY

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title = "Parallel distribution of an inner hair cell and auditory nerve model for real-time application",

abstract = "This paper summarises recent efforts into implementing a model of the inner hair cell and auditory nerve on a neuromorphic hardware platform, the SpiNNaker machine. Such an implementation exploits the massive parallelism of thetarget architecture to obtain real-time modelling of a biologically realistic number of human auditory nerve fibres. The potential for incorporating this implementation in a full digital real-time model of the auditory pathway is then discussed.",

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AU - Hopkins, Michael

AU - Plana, Luis A.

AU - Temple, Steven

AU - Davidson, Simon

AU - Furber, Stephen

PY - 2017

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AB - This paper summarises recent efforts into implementing a model of the inner hair cell and auditory nerve on a neuromorphic hardware platform, the SpiNNaker machine. Such an implementation exploits the massive parallelism of thetarget architecture to obtain real-time modelling of a biologically realistic number of human auditory nerve fibres. The potential for incorporating this implementation in a full digital real-time model of the auditory pathway is then discussed.

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DO - 10.1109/TBCAS.2018.2847562

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SN - 1932-4545

JO - IEEE Transactions on Biomedical Circuits and Systems

JF - IEEE Transactions on Biomedical Circuits and Systems

ER -

Parallel distribution of an inner hair cell and auditory nerve model for real-time application

Abstract

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