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Brain-wide dynamics linking sensation to action during decision-making.
Andrei Khilkevich1, Michael Lohse2, Ryan Low3
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, London, UK. a.khilkevich@ucl.ac.uk.
Learning transforms brain-wide neural activity for decision-making. Evidence integration and action preparation become aligned across many brain regions, enabling parallel sensorimotor transformations.
Area of Science:
- Neuroscience
- Cognitive Science
- Computational Neuroscience
Background:
- Perceptual decisions link sensory input to actions through evidence integration.
- The orchestration of sensory processing, evidence accumulation, and motor control across brain areas remains poorly understood.
Purpose of the Study:
- To investigate how brain-wide neural activity orchestrates transformations from sensory input to action execution during decision-making.
- To map the flow of information across brain regions during learned perceptual decisions.
Main Methods:
- Recorded brain-wide neural activity in mice performing a visual evidence-reporting task.
- Analyzed neural population dynamics related to evidence integration, movement preparation, and execution.
Main Results:
- Evidence integration emerged across widespread brain areas, driving movement-preparatory activity.
- Visual information transformed from transient sensory responses to sustained representations supporting parallel evidence accumulation.
- Shared population activity encoded evidence and movement preparation, distinct from movement execution.
- Evidence integration timescales were task-experience dependent, not intrinsic to brain regions.
Conclusions:
- Learning aligns evidence accumulation with action preparation across numerous brain regions.
- Decision-making involves highly distributed and parallelized sensorimotor transformations.
- A brain-wide framework is proposed for understanding how sensory evidence guides actions.
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