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Measuring the Subjective Value of Risky and Ambiguous Options using Experimental Economics and Functional MRI Methods
Published on: September 19, 2012
Reward uncertainty asymmetrically affects information transmission within the monkey fronto-parietal network
Bahareh Taghizadeh1,2, Nicholas C Foley3,4, Saeed Karimimehr1,2
1Brain Engineering Research Center, Institute for Research in Fundamental Sciences, Tehran, Iran.
Uncertainty influences executive function by altering information flow in the brain. Higher uncertainty enhances information transmission from the parietal to the frontal lobe, impacting decision-making.
Area of Science:
- Neuroscience
- Cognitive Science
- Computational Neuroscience
Background:
- Executive function relies on costly information processing, allocated by behavioral benefits.
- Computational models link information benefits to prior uncertainty, but cellular mechanisms in the executive network are unclear.
Purpose of the Study:
- To investigate how the fronto-parietal network responds to uncertainty at the cellular level.
- To elucidate the mechanisms of information processing and transmission within the executive network under varying uncertainty.
Main Methods:
- Simultaneous electrophysiological recordings from single neurons and local field potentials (LFPs) in monkeys.
- Analysis of spiking activity and LFP oscillations to quantify uncertainty encoding.
- Measurement of information transmission via spike-LFP coherence between frontal and parietal regions.
Main Results:
- The variance of expected rewards, not just reward value, was encoded in neural activity and LFP oscillations.
- Uncertainty asymmetrically modulated information transmission between frontal and parietal lobes.
- Higher uncertainty selectively enhanced information flow from parietal to frontal areas while suppressing it in the reverse direction.
Conclusions:
- The fronto-parietal network dynamically adjusts information processing based on uncertainty.
- Neural responses to uncertainty align with Bayesian principles, prioritizing sensory information based on prior uncertainty.
- Findings reveal cellular mechanisms underlying uncertainty's impact on executive control and decision-making.
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