neuroscienceAll research gaps

Learning and Memory

Neural mechanisms of encoding, consolidation, and retrieval, including hippocampal and cortical circuits.

The research landscape

PubMed records indexed
87,515
Published in last 5 years
38,613
Active NIH grants
5,893
NIH funding
$44M

Publication volume by year

  • 1769021
  • 1562622
  • 1558623
  • 1518024
  • 1528025
  • 815326

Under-studied questions

Derived from the indexed PubMed literature and NIH funding record for this topic. Verify each cited paper before relying on a gap in an application.

  • Dependence on self-report measures in learning and memory research

    Tentative

    Across the 28 most recent NIH-indexed learning and memory articles analyzed, 2 (7%) explicitly surface this issue in their own title or abstract. A recurring, self-reported constraint at this rate is a concrete opening rather than a general complaint.

    Evidence

    Detected in 2 of 28 abstracts (7%) by matching the language authors themselves use to describe study limitations. Counts come from cached PubMed records, not from an interpretation of them.

    Possible dissertation angle

    Pair the standard self-report battery with an objective or behavioral index and quantify how much the two diverge.

    Sources (2)

    Derived from 28 PubMed records and 5893 active NIH grants.

  • Declining publication activity in learning and memory

    Moderately supported

    Annual PubMed output for Learning and Memory is trending down by roughly 10% per year. Declining areas are sometimes genuinely resolved, but more often attention has moved on while open questions remain — worth checking which of the two applies here.

    Evidence

    Least-squares trend across yearly PubMed counts: 2021: 17690, 2022: 15626, 2023: 15586, 2024: 15180, 2025: 15280, 2026: 8153.

    Possible dissertation angle

    Audit what was actually settled versus abandoned in this literature, and target a question that was dropped for practical rather than scientific reasons.

    Derived from 28 PubMed records and 5893 active NIH grants.

Florida faculty working on this

Recent literature

See all on PubMed