Related Experiment Video
Updated: Oct 16, 2025

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Extracting Visual Evoked Potentials from EEG Data Recorded During fMRI-guided Transcranial Magnetic Stimulation
Published on: May 12, 2014
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Pinging the brain with visual impulses reveals electrically active, not activity-silent, working memories
Joao Barbosa1,2, Diego Lozano-Soldevilla1,3,4, Albert Compte1
1Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
Plos Biology
|October 21, 2021
Summary
Working memory may not rely on persistent neural activity. Reanalysis of electroencephalography (EEG) data suggests unattended memories are stored in an electrically active, not silent, neural code, challenging previous interpretations of memory reactivation.
Area of Science:
- Cognitive Neuroscience
- Neuroscience
- Neurophysiology
Background:
- Working memory is traditionally thought to depend on persistent neuronal activity.
- An alternative hypothesis proposes "activity-silent" working memory, where memories are stored in synaptic changes.
- This "activity-silent" model suggests memories can be reactivated from dormant synaptic traces.
Purpose of the Study:
- To reanalyze electroencephalography (EEG) data from studies investigating "activity-silent" memory reactivation.
- To re-evaluate the evidence for "activity-silent" working memory storage based on EEG "pinging" studies.
- To reinterpret the mechanisms underlying EEG reactivations observed during memory recall.
Main Methods:
- Reanalysis of existing human electroencephalography (EEG) data from "pinging" studies.
- Application of more statistically powered analyses to the EEG data.
- Comparison of decoding based on alpha power versus raw voltage in EEG signals.
Main Results:
- The absence of memory decoding in previous studies was attributed to weak statistical power.
- Reanalysis revealed that memory decoding is possible with increased statistical power and by using alpha power.
- Visual "pinging" induces EEG "reactivations" in the presence of an electrically active code, not a silent one.
Conclusions:
- The findings challenge the "activity-silent" model for unattended memory storage in the analyzed EEG data.
- EEG "reactivations" likely reflect processes within an electrically active neural code, not dormant synaptic traces.
- The study prompts a reinterpretation of working memory mechanisms, supported by computational models and discussion of TMS-induced reactivations.
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