TY - JOUR
T1 - Idiosyncratic choice bias naturally emerges from intrinsic stochasticity in neuronal dynamics
AU - Lebovich, Lior
AU - Darshan, Ran
AU - Lavi, Yoni
AU - Hansel, David
AU - Loewenstein, Yonatan
N1 - Publisher Copyright:
© 2019, The Author(s), under exclusive licence to Springer Nature Limited.
PY - 2019/11/1
Y1 - 2019/11/1
N2 - Idiosyncratic tendency to choose one alternative over others in the absence of an identified reason is a common observation in two-alternative forced-choice experiments. Here we quantify idiosyncratic choice biases in a perceptual discrimination task and a motor task. We report substantial and significant biases in both cases that cannot be accounted for by the experimental context. Then, we present theoretical evidence that even in an idealized experiment, in which the settings are symmetric, idiosyncratic choice bias is expected to emerge from the dynamics of competing neuronal networks. We thus argue that idiosyncratic choice bias reflects the microscopic dynamics of choice and therefore is virtually inevitable in any comparison or decision task.
AB - Idiosyncratic tendency to choose one alternative over others in the absence of an identified reason is a common observation in two-alternative forced-choice experiments. Here we quantify idiosyncratic choice biases in a perceptual discrimination task and a motor task. We report substantial and significant biases in both cases that cannot be accounted for by the experimental context. Then, we present theoretical evidence that even in an idealized experiment, in which the settings are symmetric, idiosyncratic choice bias is expected to emerge from the dynamics of competing neuronal networks. We thus argue that idiosyncratic choice bias reflects the microscopic dynamics of choice and therefore is virtually inevitable in any comparison or decision task.
UR - http://www.scopus.com/inward/record.url?scp=85073771293&partnerID=8YFLogxK
U2 - 10.1038/s41562-019-0682-7
DO - 10.1038/s41562-019-0682-7
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C2 - 31477911
AN - SCOPUS:85073771293
SN - 2397-3374
VL - 3
SP - 1190
EP - 1202
JO - Nature Human Behaviour
JF - Nature Human Behaviour
IS - 11
ER -