Title :
A distributed model of memory for the McGurk effect
Author :
Sporea, Ioana ; Grüning, André
Author_Institution :
Dept. of Comput., Univ. of Surrey, Guildford, UK
Abstract :
The present paper is investigating the modelling of the McGurk effect, an audio-visual speech perceptual illusion, with a distributed model of memory. The network is trained with congruent auditory and visual patterns and tested with incongruent sets of patterns considered to produce the McGurk effect.
Keywords :
distributed memory systems; hearing; learning (artificial intelligence); neural nets; neurophysiology; physiological models; speech recognition; visual perception; McGurk effect; audio-visual speech perceptual illusion; auditory patterns; congruent patterns; distributed model; incongruent patterns; memory; visual patterns; Artificial neural networks; Noise; Noise measurement; Random sequences; Speech; Training; Visualization;
Conference_Titel :
Neural Networks (IJCNN), The 2010 International Joint Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6916-1
DOI :
10.1109/IJCNN.2010.5596932
