Paper

Fritsche M, Majumdar A, Strickland L, Liebana Garcia S, Bogacz R, Lak A. Temporal regularities shape perceptual decisions and striatal dopamine signals. Nature Communications 15:7093, 2024.

Notes

Directly relevant visual contrast wheel variant that manipulates trial-to-trial stimulus-side transition statistics. It deepens the visual contrast family along the history/regularity axis while staying within sensory-guided decision-making and preserving task variables separately from reinforcement-learning interpretations.

Curves on shared axes

Findings extracted from this paper, plotted alongside one another.

Compare to the rest of the literature on /findings.

Findings

Finding Curve Species Source level Stratification Points Fits
finding.fritsche-2024-temporal-regularities.psychometric.alternating psychometric mouse processed-trial Alternating 11
  • logistic-4param AIC=43213.0
  • sdt-2afc AIC=47772.9
finding.fritsche-2024-temporal-regularities.psychometric.neutral psychometric mouse processed-trial Neutral 13
  • logistic-4param AIC=224682.2
  • sdt-2afc AIC=225777.5
finding.fritsche-2024-temporal-regularities.psychometric.repeating psychometric mouse processed-trial Repeating 11
  • logistic-4param AIC=43270.8
  • sdt-2afc AIC=47910.3

Fit parameters

Per-finding fits committed alongside this paper. Parameters, log-likelihood, AIC, and BIC for each variant. Click the finding id for residuals, model-selection winner, and provenance.