Common neural choice signals can emerge artefactually amid multiple distinct value signals

R Frömer, MR Nassar, BV Ehinger… - Nature Human …, 2024 - nature.com
Previous work has identified characteristic neural signatures of value-based decision-
making, including neural dynamics that closely resemble the ram** evidence …

Common neural choice signals emerge artifactually amidst multiple distinct value signals

R Frömer, MR Nassar, BV Ehinger, A Shenhav - BioRxiv, 2022 - biorxiv.org
A large body of work has identified characteristic neural signatures of value-based decision-
making. A core circuit has been shown to track the values of options under consideration …

Variability and accessibility of information guide gaze dynamics in decision making.

DG Lee, K Tsetsos, G Pezzulo, N Shahar, M Usher - Decision, 2025 - psycnet.apa.org
Experimental research in decision making often relies on tasks that provide participants with
all the information they need to make their decisions. Here, we consider the process by …

Belief updates, learning and adaptive decision making

R Frömer, M Nassar - 2023 - osf.io
How do I decide which restaurant to eat at? How do I form and update the beliefs about the
world that shape my behavior, from my food preferences to career path? The brain makes …

Phantom controllers: Misspecified models create the false appearance of adaptive control during value-based choice

H Ritz, R Frömer, A Shenhav - bioRxiv, 2023 - pmc.ncbi.nlm.nih.gov
Decision scientists have grown increasingly interested in how people adaptively control their
decision making. Researchers have demonstrated that parameters governing the …