This repository is about the analysis of behavioral and neural data about perceived wealth and difficulty in decision-making.

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README.md

Perceived-wealth-and-difficulty-modulation

This repository is about the analysis of behavioral and neural data about perceived wealth and difficulty in decision-making.

The task adopted consisted in a token-based, two-alternatives risky gambiling task.

This kind of task allows to instruct subjects about wealth status, as instructed by visually displayed tokens accumulated at each trial, and difficulty levels, cued by sensory features like stimuli height and color.

The neural data consist of neural activity in dorsal Anterior Cingulate Cortex (dACC).

Initial aims of the project:

  • Analyze accuracy and reaction times for different levels of perceived wealth and difficulty
  • Study the neural encoding of alternative offer values in dACC at different levels of perceived wealth and difficulty

Figure: Sketch of the task and recorded brain areas. A. Alternative reward offers are presented at the opposite sides of the screen. Height of the bar segments cues at the respective reward achievement probabilities. Colors/textures cue at the respective magnitude in number of tokens of reward offers. B. Recorded brain areas consist in Brodmann Area 24, covering dACC.

sketched task

Figures and Illustrations can be used under license (C) CC-BY-NC-SA 4.0 attributing to D. Ferro.

The code is implemented and tested in Matlab, Mathworks, version 2022a and later.

datacite.yml
Title Perceived wealth and task difficulty modulation of value encoding in dorsal anterior cingulate cortex
Authors Ferro,Demetrio;Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona (Spain), 08003;;ORCID:0000-0003-4969-1415
Hayden,Benjamin;Department of Neurosurgery, Baylor College of Medicine, Houston, TX (USA), 77030;ORCID:0000-0002-7678-4281
Moreno Bote,Rubén;Center for Brain and Cognition, Department of Information and Communication Technologies, Universitat Pompeu Fabra, Barcelona (Spain), 08003;;ORCID:0000-0003-0398-014X
Description The resource contains code and data (behavioral and spiking activity) from dorsal anterior cingulate cortex (dACC) for two-alternatives, token-based, risky decision-making tasks performed by two adult macaque (Macaca Mulatta) subjects. The analyses allow to compute the choice performances vs task contingencies and the neural encoding of alternative offer values.
License Creative Commons Attribution-NonCommercial-ShareAlike-4.0 International (https://creativecommons.org/licenses/by-nc-sa/4.0/)
References Caleb E Strait, Brianna J Sleezer, Tommy C Blanchard, Habiba Azab, Meghan D Castagno, Benjamin Y Hayden, 2016. Neuronal selectivity for spatial positions of offers and choices in five reward regions. Journal of neurophysiology. [doi:10.1152/jn.00325.2015] (IsSupplementTo)
Habiba Azab, Benjamin Y Hayden, 2017. Correlates of decisional dynamics in the dorsal anterior cingulate cortex. PLoS Biology. [doi:10.1371/journal.pbio.2003091] (IsSupplementTo)
Habiba Azab, Benjamin Y Hayden, 2018. Correlates of economic decisions in the dorsal and subgenual anterior cingulate cortices. European Journal of Neuroscience. [doi:10.1111/ejn.13865] (IsSupplementTo)
Ferro, D., Cash-Padgett, T., Wang, M.Z., Hayden, B.Y., Moreno-Bote, R., 2024. Gaze-centered gating, reactivation, and reevaluation of economic value in orbitofrontal cortex. Nat Commun 15, 6163. [doi:10.1038/s41467-024-50214-2] (IsSupplementTo)
Funding Ministerio de Ciencia, Innovación y Universidades de España; PID2020-114196GB-I00/AEI
ICREA Academia; 2022
Keywords Neuroscience
Decision making
Dorsal Anterior Cingulate Cortex
Resource Type Dataset