Catastrophic Forgetting in Connectionist Networks¶
French, R. M. (1999). Catastrophic Forgetting in Connectionist Networks. Trends in Cognitive Sciences, 3(4), 128-135.
Cited by¶
1 citation across 1 artifact.
Each citation links to the sentence it supports in the citing article.
Mechanisms¶
- Online Incremental Learning
- Its failure modes are the sharp edges of continuous adaptation: a high learning rate chases noise; excessive plasticity causes catastrophic forgetting of patterns that recur;
This sourceExplains catastrophic forgetting as the sudden loss of previously learned information when a connectionist network learns new information sequentially.
- Its failure modes are the sharp edges of continuous adaptation: a high learning rate chases noise; excessive plasticity causes catastrophic forgetting of patterns that recur;
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Not recorded. The single citation of this work carries no recorded support check.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
See how references were verified.
Registry ID ref:7cc7e0373837 · see in the full table