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Updated: Oct 28, 2025

The "Motor" in Implicit Motor Sequence Learning: A Foot-stepping Serial Reaction Time Task
Published on: May 3, 2018
The gradual subjective consciousness fluctuation in implicit sequence learning and its relevant brain activity
1School of Education, Jiangnan University, Wuxi, 214122, China.
This study reveals the brain mechanisms of gradual subjective consciousness during implicit learning. Resting-state fMRI identified distinct brain areas and fluctuations associated with consciousness levels from guess to memory.
Area of Science:
- Cognitive Neuroscience
- Neuroimaging
- Implicit Learning
Background:
- Implicit learning research has explored subjective consciousnesses like guess, intuition, fluency, rule, and memory.
- However, the underlying brain mechanisms and fluctuations of these states remain largely unelucidated.
Purpose of the Study:
- To investigate the brain mechanisms of five gradual subjective consciousnesses (guess, intuition, fluency, rule, memory) during implicit sequence learning.
- To examine the resting-state functional magnetic resonance imaging (fMRI) correlates of these consciousness states and their fluctuations.
Main Methods:
- Participants underwent implicit sequence learning and reported subjective consciousness levels in each trial.
- Eyes-closed and eyes-opened resting-state fMRI were employed to analyze brain activity.
- Amplitude of low-frequency fluctuations (ALFFs) and their differences were calculated.
Main Results:
- Distinct resting-state brain areas were identified for each consciousness level, showing shifts from motor to visual and cognitive networks as consciousness increased.
- Significant gradual subjective consciousness fluctuations (mean and standard deviation) were observed, linked to specific brain regions.
- ALFFs in both resting states and their differences could predict consciousness levels and fluctuations, highlighting the utility of ALFFs-difference as a quantitative index.
Conclusions:
- Resting-state fMRI successfully identified brain mechanisms underlying gradual subjective consciousness in implicit learning.
- Consciousness fluctuations are associated with specific neural substrates, requiring further investigation.
- The combination of eyes-closed and eyes-opened resting states, along with ALFFs-difference, provides a comprehensive approach to quantifying consciousness.
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