A Unified Neurosymbolic Model of the Mutual Influence of Memory, Context and Prediction of Time Ordered Sequential Events During the Audition of Tonal Music

D. Gang and J. Berger

Wc describe a hybrid system to model context formulation and resulting expectations created by a listener while attending to tonal music. The model is hybrid in that we use modular sub-networks to simulate the distinct yet mutually influential schemas involved in constructing expectations for sequential events and the temporal cyclical grid that creates metrical support for these expectations. Using a unified neurosymbolic approach wc visualize the fluctuations of musical expectations that arise as a consequence of the dynamically changing musical context.

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