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2021fluxcompmodellingworkshop

scripts for the computational modelling workshop at FLUX 2021

addm_simulation_1

Simulation of aDDM data to figure out whether different variations of the model can capture both, the overall value effect and the value difference effect. Adapted and modified from aDDM simulations introduced by Krajbich et al. (2011). For the study: Experiential Neglect Nr 2

addm_simulation_2

Simulating aDDM data to estimate power given different numbers of trials and sample sizes. This is imperative for Experiential Neglect 2, assessing cognitive strategies in binary choices using the aDDM by Ting and Gluth (in press).

analysis_experiential_neglect

Analysis of the experiential neglect task for the study: The role of perception and learning in decision-making on symbolic & experiential values

awesome-rl

Reinforcement learning resources curated

brain-networks-course

Repo for Brain Networks course

cosmomvpa

A lightweight multivariate pattern analysis (MVPA) toolbox in Matlab / Octave

data_unsupervised_supervised_ml_neuroeconomics_lab

Here are some of my projects from my time in Dr. Anita Tusche's Neuroeconomics lab at Queen's Universtiy in Canada. I tried some unsupervised clustering on the lab's data set.

experiential_neglect_decision_making_pilot_task

Pilot Study on Symbolic/Experiential Neglect. This is a MATLAB pilot study to test the hypothesis that the experiential neglect observed by Garcia et al. (2022/23) is due to uncertainty in the probability estimation of the experiential icons.

experiential_neglect_decision_making_task_experiment

Study on the Symbolic/Experiential Neglect. This is a MATLAB study to test the hypothesis that the experiential neglect observed by Garcia et al. (2022/23) is due to uncertainty in the probability estimation of the experiential icons.

experimentdesign_multiitemchoice

An experiment that lets the participant take decisions over differing amount of items on the screen, which have been rated before. Coded with the help of Psychtoolbox. Ready for eyetracking (Eyelink).

garcia_pie-chart_modifications_ideas

Code for an experiment to alter how uncertainty and probability are shown in a task involving different types of lotteries.

gazecontingent_eyetracking

Matlab experiment using gaze-contingent eye-tracking (Eyelink)

hierarchy_game_dr_janet

This is a social hierarchy game that assesses participants' economic self- and other-related choices for my supervisor Dr.Janet. It is testing whether emotional faces (perceived trustworthiness and dominance) mitigate people's gambling behaviour

machine_learning_and_data_analytics_queen-s

Some of my projects from a Computer Science and Data Analytics course during my student exchange at Queen's University in Canada.

mvpalab

An easy to use decoding toolbox for Matlab users.

netplotbrain

A package to create simple 3D network visualizations on a brain.

personalizedmultitasklearning

Code for performing 3 multitask machine learning methods: deep neural networks, Multitask Multi-kernel Learning (MTMKL), and a hierarchical Bayesian model (HBLR).

rlssm

Bayesian Parameter Estimation (based on pystan) of reinforcement learning and sequential sampling models, and combinations of the two.

rlssm_r_workshop

Repository for the workshop for CMAH 2021

tensimplerulesmodeling

Code for the figures in the "Ten Simple Rules for Computational Modeling of Behavioral Data" paper.

veronika.wendler