Construct · 1 fields · 1 citations

stability-plasticity dilemma: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

A single standalone construct; nearby constructs are located against it in the Collider. Tap a field for its definition, unit, and measures.

Machine learning

the trade-off a learning system faces between staying stable enough to keep old knowledge and plastic enough to absorb new knowledge.

In machine learning, stability-plasticity dilemma refers to the trade-off a learning system faces between staying stable enough to keep old knowledge and plastic enough to absorb new knowledge. This meaning comes from Mermillod (2013) in Frontiers in Psychology.[1]

Unit
Recovery means
Measured by

Run it through the Collider, or take the citations with you.

See how stability-plasticity dilemma sits against neighbouring constructs in the Collider, or export every reference on this page in one click.

Open in Collider Export BibTeX Report this entry

Nearby constructs

forgetting3 fields · 3 citationsjingle · one word, three constructs knowledge6 fields · 12 citationsjingle · one name, six constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Mermillod, M., Bugaiska, A., & Bonin, P. (2013). The stability-plasticity dilemma: investigating the continuum from catastrophic forgetting to age-limited learning effects. Frontiers in Psychology, 4. https://doi.org/10.3389/fpsyg.2013.00504

Cited on this page?

Confirm your construct, or correct us.

If your work is cited behind one of these entries, you know better than we do whether we captured the meaning right. Confirm it, suggest an edit, or dispute it, and your name goes on the entry as an author who has checked it, linked to your ORCID.

Claim your construct