O'Connell Lab

Trinity College Dublin

Ireland (IE0) · Ireland

ERC-funded
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Research focus

ERC Consolidator Grant · 2019

A neurally-informed behavioural modeling framework for examining individual and group difference in perceptual decision making

Pinpointing the mechanistic origins of inter-individual differences in decision making is a central goal of modern psychology and a considerable challenge because even elementary perceptual choices rely on a multitude of sensory, cognitive, motivational and motoric processes. For this reason, researchers have relied heavily on a set of mathematical ‘sequential sampling’ models that are designed to parse the latent psychological processes driving variations in choice behaviour. Although these models have been fruitfully employed in thousands of theoretical and neurophysiological investigations, they suffer from several limitations that particularly undermine their utility in inter-individual…

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