A signal detection theory analysis of behavioral pattern separation paradigms

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Abstract

Behavioral pattern separation (BPS) paradigms ask participants to discriminate previously encoded (old) stimuli from highly similar (lure) and categorically distinct (novel) stimuli. The lure-old discrimination, thought to uniquely reflect pattern separation in the hippocampal formation, is typically pitted against the traditional novel-old discrimination. However, BPS paradigms have measured lure-old discrimination neither consistently across studies nor in such a way that allows for accurate comparison to novel-old discrimination. Therefore, we advocate for signal detection theory (SDT) as a unified framework. Moreover, we compare SDT with previously used measures of lure-old discrimination, indicating how other formulas' inaccuracies can lead to erroneous conclusions.

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Loiotile, R. E., & Courtney, S. M. (2015). A signal detection theory analysis of behavioral pattern separation paradigms. Learning and Memory, 22(8), 364–369. https://doi.org/10.1101/lm.038141.115

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