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Perceptual Decision-Making as Probabilistic Inference by Neural Sampling

Neuron (Cambridge, Mass.), 2016-05, Vol.90 (3), p.649-660

2016

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Feedback determines the structure of correlated variability in primary visual cortex

Nature neuroscience, 2018-04, Vol.21 (4), p.598

2018

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A confirmation bias in perceptual decision-making due to hierarchical approximate inference

PLoS computational biology, 2021-11, Vol.17 (11), p.e1009517-e1009517

2021

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Task-induced neural covariability as a signature of approximate Bayesian learning and inference

PLoS computational biology, 2022-03, Vol.18 (3), p.e1009557-e1009557

2022

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Inferring decoding strategies from choice probabilities in the presence of correlated variability

Nature neuroscience, 2013-02, Vol.16 (2), p.235-242

2013

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Bayesian encoding and decoding as distinct perspectives on neural coding

Nature neuroscience, 2023-12, Vol.26 (12), p.2063

2023

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A Modality-Specific Feedforward Component of Choice-Related Activity in MT

Neuron (Cambridge, Mass.), 2015-07, Vol.87 (1), p.208-219

2015

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Task-uninformative visual stimuli improve auditory spatial discrimination in humans but not the ideal observer

PloS one, 2019-09, Vol.14 (9), p.e0215417-e0215417

2019

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Differentiating between Models of Perceptual Decision Making Using Pupil Size Inferred Confidence

The Journal of neuroscience, 2018-10, Vol.38 (41), p.8874-8888

2018

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Stimulus-dependent relationships between behavioral choice and sensory neural responses

eLife, 2021-04, Vol.10

2021

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Characterizing and interpreting the influence of internal variables on sensory activity

Current opinion in neurobiology, 2017-10, Vol.46, p.84-89

2017

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Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation

PLoS computational biology, 2017-06, Vol.13 (6), p.e1005545-e1005545

2017

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A neural basis for the spatial suppression of visual motion perception

eLife, 2016-05, Vol.5

2016

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Weak evidence for neural correlates of task-switching in macaque V1

Journal of neurophysiology, 2023-05, Vol.129 (5), p.1021-1044

2023

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Aberrant causal inference and presence of a compensatory mechanism in autism spectrum disorder

eLife, 2022-05, Vol.11

2022

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Behavioral and neural evidence that the visual system performs approximate inference in a hierarchical generative model

Journal of vision (Charlottesville, Va.), 2023-08, Vol.23 (9), p.4661

Haefner, Ralf

2023

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Adaptation to Natural Binocular Disparities in Primate V1 Explained by a Generalized Energy Model

Neuron (Cambridge, Mass.), 2008-01, Vol.57 (1), p.147-158

2008

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Learning to use past evidence in a sophisticated world model

PLoS computational biology, 2019-06, Vol.15 (6), p.e1007093-e1007093

2019

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Suppressive mechanisms in monkey V1 help to solve the stereo correspondence problem

The Journal of neuroscience, 2011-06, Vol.31 (22), p.8295-8305

2011

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Investigating limits and time scales of a perceptual confirmation bias

Journal of vision (Charlottesville, Va.), 2022-12, Vol.22 (14), p.4275

2022

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Poster Session: A unifying framework for perceptual decision-making

Journal of vision (Charlottesville, Va.), 2023-09, Vol.23 (11), p.59-59

2023

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Causal inference predicts the effect of motion uncertainty in motion integration/segregation tasks

Journal of vision (Charlottesville, Va.), 2023-08, Vol.23 (9), p.5431

2023

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A new approach for the study of visual orientation perception and decisions

Journal of vision (Charlottesville, Va.), 2023-08, Vol.23 (9), p.4691

2023

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Perceptual confirmation bias induces overconfidence in addition to a primacy bias during evidence integration

Journal of vision (Charlottesville, Va.), 2022-12, Vol.22 (14), p.3380

2022

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Moving toward a unifying framework for perceptual decision making that combines threshold and reaction time approaches

Journal of vision (Charlottesville, Va.), 2022-12, Vol.22 (14), p.4375

2022

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Perceptual Decision-Making as Probabilistic Inference by Neural Sampling

Feedback determines the structure of correlated variability in primary visual cortex

A confirmation bias in perceptual decision-making due to hierarchical approximate inference

Task-induced neural covariability as a signature of approximate Bayesian learning and inference

Inferring decoding strategies from choice probabilities in the presence of correlated variability

Bayesian encoding and decoding as distinct perspectives on neural coding

A Modality-Specific Feedforward Component of Choice-Related Activity in MT

Task-uninformative visual stimuli improve auditory spatial discrimination in humans but not the ideal observer

Differentiating between Models of Perceptual Decision Making Using Pupil Size Inferred Confidence

Stimulus-dependent relationships between behavioral choice and sensory neural responses

Characterizing and interpreting the influence of internal variables on sensory activity

Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation

A neural basis for the spatial suppression of visual motion perception

Weak evidence for neural correlates of task-switching in macaque V1

Aberrant causal inference and presence of a compensatory mechanism in autism spectrum disorder

Behavioral and neural evidence that the visual system performs approximate inference in a hierarchical generative model

Adaptation to Natural Binocular Disparities in Primate V1 Explained by a Generalized Energy Model

Learning to use past evidence in a sophisticated world model

Suppressive mechanisms in monkey V1 help to solve the stereo correspondence problem

Investigating limits and time scales of a perceptual confirmation bias

Poster Session: A unifying framework for perceptual decision-making

Causal inference predicts the effect of motion uncertainty in motion integration/segregation tasks

A new approach for the study of visual orientation perception and decisions

Perceptual confirmation bias induces overconfidence in addition to a primacy bias during evidence integration

Moving toward a unifying framework for perceptual decision making that combines threshold and reaction time approaches

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