Human Pavlovian fear conditioning conforms to probabilistic learning

Algorithms for survival: a comparative perspective on emotions

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Freeze for action: neurobiological mechanisms in animal and human freezing

(2017) Karin Roelofs   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

The Importance of Falsification in Computational Cognitive Modeling

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Evaluation of ambiguous associations in the amygdala by learning the structure of the environment

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Modeling fear-conditioned bradycardia in humans

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Reversal Learning and Dopamine: A Bayesian Perspective

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Optimising a model-based approach to inferring fear learning from skin conductance responses

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A Unifying Probabilistic View of Associative Learning

(2015) Samuel J. Gershman   PLoS Computational Biology

Aversive Prediction Error Signals in the Amygdala

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Coming to terms with fear

(2014) J. E. LeDoux   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Optimism as a Prior Belief about the Probability of Future Reward

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Bayesian model selection for group studies — Revisited

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Functional Connectivity between Amygdala and Cingulate Cortex for Adaptive Aversive Learning

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Dorsal periaqueductal gray-amygdala pathway conveys both innate and learned fear responses in rats

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Modelling Trial-by-Trial Changes in the Mismatch Negativity

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How can a Bayesian approach inform neuroscience?

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Separate amygdala subregions signal surprise and predictiveness during associative fear learning in humans

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Neuron-type-specific signals for reward and punishment in the ventral tegmental area

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Knowing how much you don't know: a neural organization of uncertainty estimates

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Model-based analysis of skin conductance responses: Towards causal models in psychophysiology

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A Bayesian foundation for individual learning under uncertainty

(2011) Christoph Mathys   Frontiers in Human Neuroscience

A Stable Sparse Fear Memory Trace in Human Amygdala

(2011) D. R. Bach et al.   JOURNAL OF NEUROSCIENCE

Attention for Learning Signals in Anterior Cingulate Cortex

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A disinhibitory microcircuit for associative fear learning in the auditory cortex

(2011) Johannes J. Letzkus et al.   NATURE

Differential roles of human striatum and amygdala in associative learning

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Placing prediction into the fear circuit

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Design of a Neurally Plausible Model of Fear Learning

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Dopamine signals for reward value and risk: basic and recent data

(2010) Wolfram Schultz   Behavioral and Brain Functions

Dynamic causal modelling of anticipatory skin conductance responses

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Modelling event-related skin conductance responses

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Encoding of conditioned fear in central amygdala inhibitory circuits

(2010) Stephane Ciocchi et al.   NATURE

Time-series analysis for rapid event-related skin conductance responses

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Bayesian model selection for group studies

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From Fear to Safety and Back: Reversal of Fear in the Human Brain

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Aversive Learning Enhances Perceptual and Cortical Discrimination of Indiscriminable Odor Cues

(2008) W. Li et al.   SCIENCE