ERP effects at encoding: Image memorability or recognition success?

The subsequent memory effect (SME) refers to neural patterns (e.g., in EEG or fMRI) at encoding that predict later memory performance. In N400-based SMEs, for example, items later remembered elicit less negative N400 amplitudes at encoding compared to items later forgotten. These effects have traditionally been interpreted as reflecting idiosyncratic neural states during encoding-in the case of the N400, states related to semantic activation-that influence episodic encoding success. However, recent work on memorability, a stable, item-level property indicating the population-level likelihood that an image will be remembered, has shown that high (compared to low) memorability images elicit less negative N400 amplitudes, suggesting that memorability is linked to more targeted semantic mapping. This raises the question of whether encoding-related effects are more tied to intrinsic stimulus properties or in-the-moment encoding variability. The present study examined both factors in tandem: ERPs were recorded while participants viewed images varying in memorability and were later classified by recognition outcome (hit vs. miss). Analyses revealed that N400 amplitudes were significantly predicted by memorability scores even when controlling for subsequent memory performance. Memorability also predicted Late Positive Complex SMEs. These findings suggest that neural activity traditionally associated with later memory success may capture item-level properties rather than transient encoding states. Consequently, memorability appears to be a key driver of differences in memory performance, challenging interpretations of SMEs as purely state-dependent and highlighting the importance of considering intrinsic stimulus characteristics when evaluating effects correlated with memory success.

Authors

Institutions

Publication Details

Journal
Cognitive Affective & Behavioral Neuroscience
Published
2026-04-21
DOI
https://doi.org/10.3758/s13415-026-01427-z
Primary Topic
Memory Processes and Influences
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

ERP effects at encoding: Image memorability or recognition success?

Will Deng, Kara D. Federmeier
Cognitive Affective & Behavioral Neuroscience
Memory Processes and Influences
article

ERP effects at encoding: Image memorability or recognition success?

Will Deng, Kara D. Federmeier
article en

Abstract

The subsequent memory effect (SME) refers to neural patterns (e.g., in EEG or fMRI) at encoding that predict later memory performance. In N400-based SMEs, for example, items later remembered elicit less negative N400 amplitudes at encoding compared to items later forgotten. These effects have traditionally been interpreted as reflecting idiosyncratic neural states during encoding-in the case of the N400, states related to semantic activation-that influence episodic encoding success. However, recent work on memorability, a stable, item-level property indicating the population-level likelihood that an image will be remembered, has shown that high (compared to low) memorability images elicit less negative N400 amplitudes, suggesting that memorability is linked to more targeted semantic mapping. This raises the question of whether encoding-related effects are more tied to intrinsic stimulus properties or in-the-moment encoding variability. The present study examined both factors in tandem: ERPs were recorded while participants viewed images varying in memorability and were later classified by recognition outcome (hit vs. miss). Analyses revealed that N400 amplitudes were significantly predicted by memorability scores even when controlling for subsequent memory performance. Memorability also predicted Late Positive Complex SMEs. These findings suggest that neural activity traditionally associated with later memory success may capture item-level properties rather than transient encoding states. Consequently, memorability appears to be a key driver of differences in memory performance, challenging interpretations of SMEs as purely state-dependent and highlighting the importance of considering intrinsic stimulus characteristics when evaluating effects correlated with memory success.

Cognitive Affective & Behavioral Neuroscience
University of Illinois Urbana-Champaign (US)
National Institutes of Health
Openalex Percentile: Top 7%
Memory Processes and Influences
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

ERP effects at encoding: Image memorability or recognition success? — Will Deng, Kara D. Federmeier · Cognitive Affective & Behavioral Neuroscience (2026) | TGRS Research Map | TGRS