Construct · 1 fields · 1 citations

Hopfield network: 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

a recurrent network of binary units with symmetric connections whose dynamics settle into stored patterns, acting as content-addressable memory.

In machine learning, Hopfield network refers to a recurrent network of binary units with symmetric connections whose dynamics settle into stored patterns, acting as content-addressable memory. This meaning comes from Hopfield (1982) in Proceedings of the National Academy of Sciences.[1]

Unit
Recovery means
Measured by

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

See how Hopfield network 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

dynamics3 fields · 3 citationsjingle · one word, three constructs learning6 fields · 14 citationsjingle · one name, six constructs memory6 fields · 18 citationsjingle · one name, six constructs

References

Hopfield, J. J. (1982). Neural networks and physical systems with emergent collective computational abilities. Proceedings of the National Academy of Sciences, 79(8), 2554-2558. https://doi.org/10.1073/pnas.79.8.2554

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