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quote:we-have-shown-a-mathematical-relationship-between-the-two-models

we have shown a mathematical relationship between the two models

Core claim distinguishing this paper's contribution from looser representational similarity arguments.

Source paper

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Relating transformers to models and neural representations of the hippocampal formation

(2021) · James C. R. Whittington · Joseph W. Warren · Timothy E.J. Behrens

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Relating transformers to models and neural representations of the hippocampal formation
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claim

The relationship between the brain and transformers is close because of a mathematical relationship between models, not merely because of shared neural representations
supports
Methodological clarification distinguishing this paper's contribution from looser representational similarity claims.

Related by similarity (8)

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There is a bidirectional relationship between the geometry of representation and behavior across tasks and modalities.claim0.755
Author’s interpretive claim that the shared geometry is general and robust.