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Updated: Jun 25, 2025

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Trying Harder: How Cognitive Effort Sculpts Neural Representations during Working Memory.
Sarah L Master1, Shanshan Li1,2, Clayton E Curtis3,4
1Department of Psychology, New York University, New York, New York 10003.
Summary
Increased cognitive effort enhances working memory (WM) performance by modulating neural activity. Brain signals from the prefrontal cortex influence visual cortex representations, improving memory accuracy.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Cognitive Effort
Background:
- Motivational factors influence cognitive task performance, but underlying neural mechanisms are unclear.
- Cognitive effort is known to improve performance, yet its neural basis remains elusive.
Purpose of the Study:
- To investigate how cognitive effort impacts neural representations of working memory (WM).
- To explore the neural mechanisms linking effort, prefrontal cortex (PFC) activity, and visual cortex representations during WM tasks.
Main Methods:
- Functional magnetic resonance imaging (fMRI) was used to monitor brain activity.
- Participants performed a working memory task with varying difficulty levels (easy vs. hard) to manipulate cognitive effort.
- Behavioral measures (pupil size, response time) and neural activity patterns were analyzed.
Main Results:
- Harder trials, indicative of higher effort, showed increased pupil size and slower response times.
- Persistent activity was observed in the prefrontal cortex (PFC) during high-effort trials.
- While PFC activity did not directly decode memory content, activity in the visual cortex showed enhanced decoding of memorized targets on hard trials.
- Frontal cortex activity amplitude predicted visual cortex decoding accuracy, linking effort to mnemonic fidelity.
Conclusions:
- Cognitive effort, signaled by prefrontal cortex activity, enhances the quality of working memory representations in the visual cortex.
- Effort-related feedback signals sculpt neural population activity, improving mnemonic precision and task performance.
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