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Temporal Binding in Multisensory and Motor-Sensory Contexts: Toward a Unified Model.
1Center for Cognitive and Brain Sciences, Indian Institute of Technology Gandhinagar, Gandhinagar, India.
Frontiers in Human Neuroscience
|April 12, 2021
Summary
The brain unifies sensory signals from common events using temporal binding. This review suggests shared computational principles underlie temporal binding in multisensory and motor-sensory processing, grounded in Bayesian inference.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Sensory Integration
Background:
- The brain processes numerous sensory signals daily.
- Coherent perception and motor control require temporal binding of signals from common causes.
- Distinct mechanisms were historically proposed for multisensory and motor-sensory temporal binding.
Purpose of the Study:
- To review the literature on temporal binding in multisensory and motor-sensory contexts.
- To propose future research directions.
- To identify common computational principles underlying temporal binding.
Main Methods:
- Literature review of multisensory and motor-sensory temporal binding.
- Critical evaluation of recent research findings.
- Synthesis of evidence supporting common computational principles.
Main Results:
- Temporal binding mechanisms in multisensory and motor-sensory contexts may share common principles.
- These principles are rooted in Bayesian inference and uncertainty reduction.
- Unconscious causal inference, inspired by Helmholtz, provides a unifying framework.
Conclusions:
- A unified computational framework can explain temporal binding across sensory and motor domains.
- Future research should explore these shared Bayesian principles.
- Advancing the understanding of sensory integration and motor control.
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