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Please use this identifier to cite or link to this item: http://hdl.handle.net/1893/3658
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dc.contributor.authorNewton, Michaelen_UK
dc.contributor.authorSmith, Leslieen_UK
dc.date.accessioned2018-02-15T03:04:48Z-
dc.date.available2018-02-15T03:04:48Z-
dc.date.issued2011-07en_UK
dc.identifier.urihttp://hdl.handle.net/1893/3658-
dc.description.abstractA biologically-inspired neural coding scheme for the early auditory system is outlined. The cochlea response is simulated with a passive gammatone filterbank. The output of each bandpass filter is spike-encoded using a zero-crossing based method over a range of sensitivity levels. The scheme is inspired by the highly parallellised nature of the auditory nerve innervation within the cochlea. A key aspect of early auditory processing is simulated, namely that of onset detection, using leaky integrate-and-fire neuron models. Finally, a time-domain neural network (the echo state network) is used to tackle the what task of auditory perception using the output of the onset detection neuron alone.en_UK
dc.language.isoenen_UK
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en_UK
dc.relationNewton M & Smith L (2011) Biologically-inspired neural coding of sound onset for a musical sound classification task. In: The 2011 International Joint Conference on Neural Networks (IJCNN) The 2011 International Joint Conference on Neural Networks, San Jose, California USA, 31.07.2011-05.08.2011. San Jose, California: Institute of Electrical and Electronics Engineers (IEEE), pp. 1386-1393. https://doi.org/10.1109/IJCNN.2011.6033386en_UK
dc.relation.urihttp://www.ieee.org/conferences_events/conferences/conferencedetails/index.html?Conf_ID=18284en_UK
dc.rights© 2011 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.; Newton, M.J.; Smith, L.S.; , "Biologically-inspired neural coding of sound onset for a musical sound classification task," Neural Networks (IJCNN), The 2011 International Joint Conference on, pp.1386-1393, July 31 2011-Aug. 5 2011 doi: 10.1109/IJCNN.2011.6033386 URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6033386&isnumber=6033131en_UK
dc.subjectNeural networks (Computer science)en_UK
dc.subjectMusic Physiological aspectsen_UK
dc.titleBiologically-inspired neural coding of sound onset for a musical sound classification tasken_UK
dc.typeConference Paperen_UK
dc.identifier.doi10.1109/IJCNN.2011.6033386en_UK
dc.citation.spage1386en_UK
dc.citation.epage1393en_UK
dc.citation.publicationstatusPublisheden_UK
dc.citation.peerreviewedRefereeden_UK
dc.type.statusAM - Accepted Manuscripten_UK
dc.author.emaillss@cs.stir.ac.uken_UK
dc.citation.btitleThe 2011 International Joint Conference on Neural Networks (IJCNN)en_UK
dc.citation.conferencedates2011-07-31 - 2011-08-05en_UK
dc.citation.conferencelocationSan Jose, California USAen_UK
dc.citation.conferencenameThe 2011 International Joint Conference on Neural Networksen_UK
dc.citation.isbn978-1-4244-9635-8en_UK
dc.publisher.addressSan Jose, Californiaen_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.contributor.affiliationComputing Scienceen_UK
dc.identifier.isiWOS:000297541201073en_UK
dc.identifier.scopusid2-s2.0-80054736136en_UK
dc.identifier.wtid830292en_UK
dc.contributor.orcid0000-0002-3716-8013en_UK
dcterms.dateAccepted2011-07-31en_UK
dc.date.filedepositdate2012-02-24en_UK
rioxxterms.typeConference Paper/Proceeding/Abstracten_UK
rioxxterms.versionAMen_UK
local.rioxx.authorNewton, Michael|en_UK
local.rioxx.authorSmith, Leslie|0000-0002-3716-8013en_UK
local.rioxx.projectInternal Project|University of Stirling|https://isni.org/isni/0000000122484331en_UK
local.rioxx.freetoreaddate2012-02-24en_UK
local.rioxx.licencehttp://www.rioxx.net/licenses/all-rights-reserved|2012-02-24|en_UK
local.rioxx.filenameMichaelNewton_LeslieSmith_IJCNN2011_Onsets.pdfen_UK
local.rioxx.filecount1en_UK
local.rioxx.source978-1-4244-9635-8en_UK
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