Auditory streaming emerges from fast excitation and slow delayed inhibition

Autor:	Ferrario, Andrea, Rankin, James
Rok vydání:	2020
Předmět:	Mathematics - Dynamical Systems Quantitative Biology - Neurons and Cognition
Druh dokumentu:	Working Paper
Popis:	In the auditory streaming paradigm alternating sequences of pure tones can be perceived as a single galloping rhythm (integration) or as two sequences with separated low and high tones (segregation). Although studied for decades, the neural mechanisms underlining this perceptual grouping of sound remains a mystery. With the aim of identifying a plausible minimal neural circuit that captures this phenomenon, we propose a firing rate model with two periodically forced neural populations coupled by fast direct excitation and slow delayed inhibition. By analyzing the model in a non-smooth, slow-fast regime we analytically prove the existence of a rich repertoire of dynamical states and of their parameter dependent transitions. We impose plausible parameter restrictions and link all states with perceptual interpretations. Regions of stimulus parameters occupied by states linked with each percept matches those found in behavioral experiments. Our model suggests that slow inhibition masks the perception of subsequent tones during segregation (forward masking), while fast excitation enables integration for large pitch differences between the two tones. Comment: Supplementary Material is at the end of the file
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2006.14537 Zobrazit plný text záznamu View this record from Arxiv