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Using deep learning to predict human decisions and using cognitive models to explain deep learning models

Scientific reports, 2022-03, Vol.12 (1), p.4736-12, Article 4736

2022

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The devil is in the task structure

eLife, 2022-04, Vol.11

2022

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Adaptive Empathy: A Model for Learning Empathic Responses in Response to Feedback

Perspectives on psychological science, 2022-07, Vol.17 (4), p.1008-1023

2022

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Moral judgement and decision-making: theoretical predictions and null results

Scientific reports, 2023-05, Vol.13 (1), p.7688-7688, Article 7688

2023

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Resting-state heart rate variability (HRV) mediates the association between perceived chronic stress and ambiguity avoidance

Scientific reports, 2022-10, Vol.12 (1), p.17645-17645, Article 17645

2022

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New whole-body sensory-motor gradients revealed using phase-locked analysis and verified using multivoxel pattern analysis and functional connectivity

The Journal of neuroscience, 2015-02, Vol.35 (7), p.2845-2859

2015

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Distinct reinforcement learning profiles distinguish between language and attentional neurodevelopmental disorders

Behavioral and brain functions, 2023-03, Vol.19 (1), p.6-6, Article 6

2023

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Extensive cochleotopic mapping of human auditory cortical fields obtained with phase-encoding FMRI

PloS one, 2011-03, Vol.6 (3), p.e17832-e17832

2011

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Flexibility and Stability in Sensory Processing Revealed Using Visual-to-Auditory Sensory Substitution

Cerebral cortex (New York, N.Y. 1991), 2015-08, Vol.25 (8), p.2049-2064

2015

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Negative blood oxygenation level dependent homunculus and somatotopic information in primary motor cortex and supplementary motor area

Proceedings of the National Academy of Sciences - PNAS, 2012-11, Vol.109 (45), p.18565-18570

2012

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Stochastic satisficing account of confidence in uncertain value-based decisions

PloS one, 2018-04, Vol.13 (4), p.e0195399-e0195399

2018

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Neural computations underpinning the strategic management of influence in advice giving

Nature communications, 2017-12, Vol.8 (1), p.2191-12, Article 2191

2017

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Learning how to behave: cognitive learning processes account for asymmetries in adaptation to social norms

Proceedings of the Royal Society. B, Biological sciences, 2021-06, Vol.288 (1952), p.20210293-20210293

Hertz, Uri

2021

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Cost-benefit considerations have limited effect on the decision to exert cognitive effort in real-world computer-programming tasks

Royal Society open science, 2022-06, Vol.9 (6), p.211885-211885

2022

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Adaptive Empathy: Empathic Response Selection as a Dynamic, Feedback-Based Learning Process

Frontiers in psychiatry, 2021-07, Vol.12, p.706474-706474

2021

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Disentangling the contribution of individual and social learning processes in human advice-taking behavior

NPJ science of learning, 2024-01, Vol.9 (1), p.4-4, Article 4

2024

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A cognitive approach to learning, monitoring, and shifting social norms

Current opinion in psychology, 2024-12, Vol.60, p.101917, Article 101917

Hertz, Uri

2024

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The spread of affective and semantic valence representations across states

Cognition, 2024-03, Vol.244, p.105714-105714, Article 105714

2024

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Street‐Level Bureaucrats’ Social Value Orientation On and Off Duty

Public administration review, 2020-05, Vol.80 (3), p.442-453

2020

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To shoot or not to shoot: experiments on moral injury in the context of West Bank checkpoints and COVID-19 restrictions enforcement

European journal of psychotraumatology, 2022, Vol.13 (1), p.2013651-2013651

2022

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Oxytocin Effect on Collective Decision Making: A Randomized Placebo Controlled Study

PloS one, 2016-04, Vol.11 (4), p.e0153352-e0153352

2016

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Temporal dynamics of the semantic versus affective representations of valence during reversal learning

Cognition, 2023-07, Vol.236, p.105423-105423, Article 105423

2023

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Trusting and learning from others: immediate and long-term effects of learning from observation and advice

Proceedings of the Royal Society. B, Biological sciences, 2021-10, Vol.288 (1961), p.20211414-20211414

2021

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Asymmetric cognitive learning mechanisms underlying the persistence of intergroup bias

Communications Psychology, 2024-02, Vol.2 (1), p.14, Article 14

2024

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Disentangling unisensory and multisensory components in audiovisual integration using a novel multifrequency fMRI spectral analysis

NeuroImage (Orlando, Fla.), 2010-08, Vol.52 (2), p.617-632

2010

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Using deep learning to predict human decisions and using cognitive models to explain deep learning models

The devil is in the task structure

Adaptive Empathy: A Model for Learning Empathic Responses in Response to Feedback

Moral judgement and decision-making: theoretical predictions and null results

Resting-state heart rate variability (HRV) mediates the association between perceived chronic stress and ambiguity avoidance

New whole-body sensory-motor gradients revealed using phase-locked analysis and verified using multivoxel pattern analysis and functional connectivity

Distinct reinforcement learning profiles distinguish between language and attentional neurodevelopmental disorders

Extensive cochleotopic mapping of human auditory cortical fields obtained with phase-encoding FMRI

Flexibility and Stability in Sensory Processing Revealed Using Visual-to-Auditory Sensory Substitution

Negative blood oxygenation level dependent homunculus and somatotopic information in primary motor cortex and supplementary motor area

Stochastic satisficing account of confidence in uncertain value-based decisions

Neural computations underpinning the strategic management of influence in advice giving

Learning how to behave: cognitive learning processes account for asymmetries in adaptation to social norms

Cost-benefit considerations have limited effect on the decision to exert cognitive effort in real-world computer-programming tasks

Adaptive Empathy: Empathic Response Selection as a Dynamic, Feedback-Based Learning Process

Disentangling the contribution of individual and social learning processes in human advice-taking behavior

A cognitive approach to learning, monitoring, and shifting social norms

The spread of affective and semantic valence representations across states

Street‐Level Bureaucrats’ Social Value Orientation On and Off Duty

To shoot or not to shoot: experiments on moral injury in the context of West Bank checkpoints and COVID-19 restrictions enforcement

Oxytocin Effect on Collective Decision Making: A Randomized Placebo Controlled Study

Temporal dynamics of the semantic versus affective representations of valence during reversal learning

Trusting and learning from others: immediate and long-term effects of learning from observation and advice

Asymmetric cognitive learning mechanisms underlying the persistence of intergroup bias

Disentangling unisensory and multisensory components in audiovisual integration using a novel multifrequency fMRI spectral analysis

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