Title :
Spiking neuron models of the medial and lateral superior olive for sound localisation
Author :
Wall, Julie A. ; McDaid, Liam J. ; Maguire, Liam P. ; McGinnity, Thomas M.
Author_Institution :
Intell. Syst. Res. Centre, Univ. of Ulster, Derry
Abstract :
Sound localisation is defined as the ability to identify the position of a sound source. The brain employs two cues to achieve this functionality for the horizontal plane, interaural time difference (ITD) by means of neurons in the medial superior olive (MSO) and interaural intensity difference (IID) by neurons of the lateral superior olive (LSO), both located in the superior olivary complex of the auditory pathway. This paper presents spiking neuron architectures of the MSO and LSO. An implementation of the Jeffress model using spiking neurons is presented as a representation of the MSO, while a spiking neuron architecture showing how neurons of the medial nucleus of the trapezoid body interact with LSO neurons to determine the azimuthal angle is discussed. Experimental results to support this work are presented.
Keywords :
neural nets; Jeffress model; interaural intensity difference; interaural time difference; lateral superior olive; medial superior olive; sound localisation; spiking neuron models; superior olivary complex; Biology computing; Delay; Ear; Electronic switching systems; Frequency; Humans; Intelligent systems; Neurons; Paramagnetic resonance; Shadow mapping;
Conference_Titel :
Neural Networks, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-1820-6
Electronic_ISBN :
1098-7576
DOI :
10.1109/IJCNN.2008.4634168