2023
Losses resulting from deliberate exploration trigger beta oscillations in frontal cortex
Abstract: We examined the neural signature of directed exploration by contrasting MEG beta (16–30 Hz) power changes between disadvantageous and advantageous choices in the two-choice probabilistic reward task. We analyzed the choices made after the participants have learned the probabilistic contingency between choices and their outcomes, i.e., acquired the inner model of choice values. Therefore, rare disadvantageous choices might serve explorative, environment-probing purposes. The study brought two main findings. Fir…
View preprint versions
Search citation statements
Paper Sections
Select...
5
1
0
0
Citation Types
1
6
0
5
Year Published
2023
2025
Publication Types
Select...
3
2
1
Relationship
2
4
Authors
Journals
Cited by 6 publications
(12 citation statements)
References 68 publications
1
6
0
5
“…Second, our internal evaluation of feedback focused on variations in functional activity within the orbitofrontal and lateral prefrontal cortical areas during exploratory (disadvantageous) choices between individuals with autism and control subjects. As previously reported, neurotypical subjects demonstrated significant beta synchronization following negative feedback after disadvantageous choices [1]. Contrary to control participants, individuals with autism spectrum disorder exhibited a lack of synchronization in frontal beta oscillations following losses incurred from unfavorable selections.…”
supporting
confidence: 74%
“…Second, our internal evaluation of feedback focused on variations in functional activity within the orbitofrontal and lateral prefrontal cortical areas during exploratory (disadvantageous) choices between individuals with autism and control subjects. As previously reported, neurotypical subjects demonstrated significant beta synchronization following negative feedback after disadvantageous choices [1]. Contrary to control participants, individuals with autism spectrum disorder exhibited a lack of synchronization in frontal beta oscillations following losses incurred from unfavorable selections.…”
supporting
confidence: 74%
“…Contrary to control participants, individuals with autism spectrum disorder exhibited a lack of synchronization in frontal beta oscillations following losses incurred from unfavorable selections. This observation may indicate insufficient reinforcement of the internal utility model, which typically strengthens in response to negative outcomes that align with predicted results [1].…”
mentioning
confidence: 57%
“…The first one aimed to examine whether ASD participants were unable to scale brain resources proportionally to processing demands, particularly failing to prioritize resource allocation for challenging explorative decisions while conserving processing resources for predictably advantageous exploitative ones. In our previous study on neurotypical adults, directed exploration decisions, conflicting with their predictably unfavorable outcomes, elicited greater pupil-linked arousal and α-β suppression, reflecting increased cortical processing resources as compared with exploitative ones (Chernyshev et al, 2023;Pultsina et al, 2024). Here, we investigated whether the ASD group showed a reduced ability to scale neural processing resources accordingly.…”
Section: Introductionmentioning
confidence: 87%
“…Nevertheless, participants still make rare disadvantageous choices, probably in a purposeful search for information, at the cost of not using the option that is currently judged to be better. In favor of this assumption was the fact that risky exploratory versus safe exploitative decisions were associated with simultaneous increases in post-decision pupil dilation, increased decision-related brain activation, and slower decision times (Chernyshev et al, 2023; Kozunova et al, 2022). Thus, neurotypical subjects can optimally scale their subjective uncertainty, i.e., reduce decision time, brain activity, and autonomic arousal when choosing an option that has been frequently rewarded in the past (i.e., exploitative choice), while maintaining high phasic arousal and prolonged decision time when making a deliberate risky choice that conflicts with the model-based prediction (i.e., a directed exploratory choice).…”
Section: Main Textmentioning
confidence: 99%
