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Orbitofrontal high-gamma reflects spike-dissociable value and decision mechanisms
Dixit Sharma1,2, Shira M Lupkin1,2, Vincent B McGinty1
1Center for Molecular and Behavioral Neuroscience, Rutgers University - Newark.
Biorxiv : the Preprint Server for Biology
|April 15, 2024
Summary
High-gamma LFPs in the orbitofrontal cortex encode value and comparisons better than spiking activity, suggesting potential for less invasive brain-machine interfaces.
Area of Science:
- Neuroscience
- Cognitive Neuroscience
- Brain-Machine Interfaces
Background:
- The orbitofrontal cortex (OFC) is vital for value-based decision-making.
- The role of local field potentials (LFPs) in OFC decision-making is not well understood.
- LFPs offer insights into subthreshold neural activity and potential for less invasive brain-machine interfaces (BMIs).
Approach:
- Recorded LFPs and multi-unit activity (MUA) simultaneously in monkeys during a value-based decision task.
- Compared the value- and decision-coding properties of high-gamma (HG) LFPs (50-150 Hz) with MUA.
- Analyzed representations of target values, value comparisons, and choice outcome prediction.
Key Points:
- Both HG LFPs and MUA represent target values with similar temporal dynamics.
- HG LFPs show unique value encoding, including monotonic increases with value and stronger encoding of value comparisons, distinct from MUA.
- HG value representations were more prominent in superficial cortical layers, suggesting different neuronal origins than MUA.
Conclusions:
- High-gamma LFPs provide distinct cognitive signals compared to MUA in the OFC.
- HG LFPs offer a promising, potentially less invasive, target for cognitive function-related BMIs.
- This research opens avenues for utilizing LFPs in advanced brain-machine interface applications.
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