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Audiovisual integration in hemianopia: A neurocomputational account based on cortico-collicular interaction
Elisa Magosso1, Caterina Bertini2, Cristiano Cuppini1
1Department of Electrical, Electronic and Information Engineering "Guglielmo Marconi", University of Bologna, Bologna, Cesena, Italy.
Hemianopic patients can integrate audiovisual stimuli in their blind field, with a neural network model revealing the Superior Colliculus (SC) and its cortical connections are key. Residual V1 activity is crucial for visual detection enhancement but not auditory localization enhancement.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Vision Science
Background:
- Hemianopic patients exhibit audiovisual integration in their blind hemifield.
- This integration includes auditory enhancement of visual detection and visual enhancement of auditory localization.
- Neural mechanisms underlying these phenomena require further elucidation.
Purpose of the Study:
- To investigate the neural mechanisms of audiovisual integration in hemianopia using a neural network model.
- To determine the roles of cortical and subcortical structures, including the Superior Colliculus (SC) and V1, in these integration processes.
- To simulate hemianopic patients by modeling V1 lesions and analyzing the impact of residual V1 tissue.
Main Methods:
- Development of a neural network model incorporating retinal, V1, extrastriate visual cortex, auditory cortex, and SC neurons.
- Simulation of hemianopia through unilateral V1 lesioning, with consideration for spared V1 islands.
- Sensitivity analyses to disentangle the contributions of specific neural circuits and areas.
Main Results:
- The model successfully reproduced audiovisual integration phenomena observed in hemianopic patients.
- SC-cortical connections were identified as crucial for both auditory enhancement of visual detection and visual enhancement of auditory localization.
- Auditory enhancement of visual detection depended on surviving V1 islands, whereas visual enhancement of auditory localization persisted even after complete V1 damage.
Conclusions:
- SC-cortical pathways play a common, critical role in audiovisual integration in hemianopia.
- Visual cortices, particularly V1, have differential roles in the two audiovisual integration phenomena.
- The findings advance understanding of audiovisual interactions in both healthy and visually impaired conditions.
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