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Topic: Complementary Learning Systems

Seminar
2 seminars

In Behavioral Neuroscience and Cognition

Seminar · Cognition

Learning representations of specifics and generalities over time

Anna Schapiro · University of Pennsylvania

Wed, Dec 3, 2025 · 16:00 UTC

There is a fundamental tension between storing discrete traces of individual experiences, which allows recall of particular moments in our past without interference, and extracting regularities across these experiences, which supports generalization and prediction in similar situations in the future. One influential proposal for how the brain resolves this tension is that it separates the processes anatomically into Complementary Learning Systems, with the hippocampus rapidly encoding individual episodes and the neocortex slowly extracting regularities over days, months, and years. But this do

Seminar · Cognition

Learning representations of specifics and generalities over time

Anna Schapiro · University of Pennsylvania

Fri, Apr 12, 2024 · 06:30 UTC

There is a fundamental tension between storing discrete traces of individual experiences, which allows recall of particular moments in our past without interference, and extracting regularities across these experiences, which supports generalization and prediction in similar situations in the future. One influential proposal for how the brain resolves this tension is that it separates the processes anatomically into Complementary Learning Systems, with the hippocampus rapidly encoding individual episodes and the neocortex slowly extracting regularities over days, months, and years. But this do