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NONLINEAR NEURAL NETWORK DYNAMICS ACCOUNTS FOR HUMAN CONFIDENCE IN A SEQUENCE OF PERCEPTUAL DECISIONS

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Information Theory and an Extension of the Maximum Likelihood Principle

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Choice reaction performance following an error

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Effects of alternating set for speed or accuracy on response time, accuracy and confidence in a unidimensional discrimination task

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The weighing of evidence and the determinants of confidence

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The accumulator model of two-choice discrimination

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Decision Processes in Visual Perception

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Choice, difficulty, and confidence in the brain

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Probabilistic Population Codes for Bayesian Decision Making

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Decision Making in Recurrent Neuronal Circuits

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Orbitofrontal Cortex Is Required for Optimal Waiting Based on Decision Confidence

inferredcites →https://doi.org/10.1016/j.neuron.2014.12.015openalex-snapshot

Choice Certainty Is Informed by Both Evidence and Decision Time

inferredcites →https://doi.org/10.1016/j.neuron.2015.09.039openalex-snapshot

Confidence as Bayesian Probability: From Neural Origins to Behavior

inferredcites →https://doi.org/10.1016/j.neuron.2015.12.027openalex-snapshot

Neural Mechanisms of Post-error Adjustments of Decision Policy in Parietal Cortex

inferredcites →https://doi.org/10.1016/j.neuron.2016.03.025openalex-snapshot

Signatures of a Statistical Computation in the Human Sense of Confidence

inferredcites →https://doi.org/10.1016/j.neuron.2018.11.023openalex-snapshot

Engagement of Pulvino-cortical Feedforward and Feedback Pathways in Cognitive Computations

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Drivers and modulators from push-pull and balanced synaptic input

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Probabilistic Decision Making by Slow Reverberation in Cortical Circuits

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Data Analysis Using Regression and Multilevel/Hierarchical Models

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The time course of perceptual choice: The leaky, competing accumulator model.

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The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced-choice tasks.

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A theory of memory retrieval.

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An application of the Poisson race model to confidence calibration.

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Modeling confidence and response time in recognition memory.

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Two-stage dynamic signal detection: A theory of choice, decision time, and confidence.

inferredcites →https://doi.org/10.1037/a0025648openalex-snapshot

The self-consistency model of subjective confidence.

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Parameter variability and distributional assumptions in the diffusion model.

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Factoring out nondecision time in choice reaction time data: Theory and implications.

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Humans integrate visual and haptic information in a statistically optimal fashion

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Neural correlates, computation and behavioural impact of decision confidence

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Pupil-linked arousal is driven by decision uncertainty and alters serial choice bias

inferredcites →https://doi.org/10.1038/nn.3393openalex-snapshot

Responses of pulvinar neurons reflect a subject's confidence in visual categorization

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Stable perception of visually ambiguous patterns

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Confidence through consensus: a neural mechanism for uncertainty monitoring

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The Most Expensive Painting in the World

inferredcites →https://doi.org/10.1068/p5873openalex-snapshot

Visual Perception and Corollary Discharge

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Evidence for an Accumulator Model of Psychophysical Discrimination

inferredcites →https://doi.org/10.1093/cercor/10.9.910openalex-snapshot

Synaptic Mechanisms and Network Dynamics Underlying Spatial Working Memory in a Cortical Network Model

inferredcites →https://doi.org/10.1093/cercor/bhr178openalex-snapshot

Neural Correlates of Perceptual Decision Making before, during, and after Decision Commitment in Monkey Frontal Eye Field

inferredcites →https://doi.org/10.1093/cercor/bhu181openalex-snapshot

The Relationship between Perceptual Decision Variables and Confidence in the Human Brain

inferredcites →https://doi.org/10.1098/rstb.2011.0416openalex-snapshot

Metacognition in human decision-making: confidence and error monitoring

inferredcites →https://doi.org/10.1098/rstb.2012.0037openalex-snapshot

A computational framework for the study of confidence in humans and animals

inferredcites →https://doi.org/10.1101/433276openalex-snapshot

A post-decisional neural marker of confidence predicts information-seeking in decision-making

inferredcites →https://doi.org/10.1111/1467-9280.00067openalex-snapshot

Modeling Response Times for Two-Choice Decisions

inferredcites →https://doi.org/10.1111/j.1460-9568.2006.05221.xopenalex-snapshot

Evidence for time‐variant decision making

inferredcites →https://doi.org/10.1111/j.2164-0947.1962.tb01433.xopenalex-snapshot

DIVISION OF PSYCHOLOGY : STATISTICAL FACILITATION OF SIMPLE REACTION TIMES*

inferredcites →https://doi.org/10.1121/1.1907764openalex-snapshot

Two Types of ROC Curves and Definitions of Parameters

inferredcites →https://doi.org/10.1126/science.1169405openalex-snapshot

Representation of Confidence Associated with a Decision by Neurons in the Parietal Cortex

inferredcites →https://doi.org/10.1126/science.1191883openalex-snapshot

Relating Introspective Accuracy to Individual Differences in Brain Structure

inferredcites →https://doi.org/10.1146/annurev-vision-111815-114630openalex-snapshot

Visual Confidence

inferredcites →https://doi.org/10.1152/jn.00571.2010openalex-snapshot

Decision-Making, Errors, and Confidence in the Brain

inferredcites →https://doi.org/10.1152/jn.00793.2014openalex-snapshot

Confidence estimation as a stochastic process in a neurodynamical system of decision making

inferredcites →https://doi.org/10.1152/jn.90629.2008openalex-snapshot

The Relative Influences of Priors and Sensory Evidence on an Oculomotor Decision Variable During Perceptual Learning

inferredcites →https://doi.org/10.1162/neco.2010.12-08-930openalex-snapshot

Decision Confidence and Uncertainty in Diffusion Models with Partially Correlated Neuronal Integrators

inferredcites →https://doi.org/10.1167/19.4.25openalex-snapshot

Confidence boosts serial dependence in orientation estimation

inferredcites →https://doi.org/10.1214/09-ss051openalex-snapshot

Wilcoxon-Mann-Whitney or t-test? On assumptions for hypothesis tests and multiple interpretations of decision rules

inferredcites →https://doi.org/10.1371/journal.pcbi.1000046openalex-snapshot

Neurobiological Models of Two-Choice Decision Making Can Be Reduced to a One-Dimensional Nonlinear Diffusion Equation

inferredcites →https://doi.org/10.1371/journal.pcbi.1004305openalex-snapshot

The Sense of Confidence during Probabilistic Learning: A Normative Account

inferredcites →https://doi.org/10.1371/journal.pcbi.1006572openalex-snapshot

Comparing Bayesian and non-Bayesian accounts of human confidence reports

inferredcites →https://doi.org/10.1371/journal.pone.0096511openalex-snapshot

Relation between Belief and Performance in Perceptual Decision Making

inferredcites →https://doi.org/10.1523/jneurosci.1015-18.2018openalex-snapshot

Perceptual Decision-Making: Biases in Post-Error Reaction Times Explained by Attractor Network Dynamics

inferredcites →https://doi.org/10.1523/jneurosci.2189-17.2017openalex-snapshot

Adaptive History Biases Result from Confidence-Weighted Accumulation of past Choices

inferredcites →https://doi.org/10.1523/jneurosci.3733-05.2006openalex-snapshot

A Recurrent Network Mechanism of Time Integration in Perceptual Decisions

inferredcites →https://doi.org/10.1523/jneurosci.4906-08.2009openalex-snapshot

Frontal Eye Field Neurons with Spatial Representations Predicted by Their Subcortical Input

inferredcites →https://doi.org/10.18637/jss.v067.i01openalex-snapshot

Fitting Linear Mixed-Effects Models Using lme4

inferredcites →https://doi.org/10.2307/3001968openalex-snapshot

Individual Comparisons by Ranking Methods

inferredcites →https://doi.org/10.3389/fnint.2012.00079openalex-snapshot

The construction of confidence in a perceptual decision

inferredcites →https://doi.org/10.3389/neuro.10.006.2007openalex-snapshot

Neural circuit dynamics underlying accumulation of time-varying evidence during perceptual decision making

inferredcites →https://doi.org/10.3758/bf03198121openalex-snapshot

Confidence ill stimulus predictions and choice reaction time

inferredcites →https://doi.org/10.3758/bf03205299openalex-snapshot

The calibration and resolution of confidence in perceptual judgments

inferredcites →https://doi.org/10.3758/cabn.2.4.283openalex-snapshot

Mechanisms underlying dependencies of performance on stimulus history in a two-alternative forced-choice task

inferredcites →https://doi.org/10.7554/elife.08825openalex-snapshot

Normative evidence accumulation in unpredictable environments

inferredcites →https://doi.org/10.7554/elife.20047openalex-snapshot

Response repetition biases in human perceptual decisions are explained by activity decay in competitive attractor models

inferredcites →https://doi.org/10.7554/elife.43499openalex-snapshot

Confidence predicts speed-accuracy tradeoff for subsequent decisions

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Confidence-controlled Hebbian learning efficiently extracts category membership from stimuli encoded in view of a categorization task

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The state versus the people, on legal inclusion, power sharing, and the severity of state sponsored violence against civilians

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