drbenvincent / bayesian2afc
Vincent, B. T. (2015) A tutorial on Bayesian models of Perception, Journal of Mathematical Psychology.
☆12Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for bayesian2afc
- A python toolbox for the Gaze Weighted Linear Accumulator Model (GLAM)☆16Updated last year
- C++ Diffusion model toolset with Python and Matlab interfaces☆16Updated 3 years ago
- Reinforcement learning + drift-diffusion modeling☆34Updated 7 years ago
- CHaRTr: An R toolbox for modeling Choices and Response Times in decision-making tasks☆17Updated 2 years ago
- Code for creating online tasks to study human reinforcement learning☆9Updated 5 years ago
- Bayesian Parameter Estimation (based on pystan) of reinforcement learning and sequential sampling models, and combinations of the two.☆31Updated last year
- Neural drift-diffusion model (NDDM) is a repository to integrate simultaneously both single-trial EEG measures and behavioral performance…☆14Updated 4 months ago
- RT distributions in R☆47Updated 2 years ago
- Estimating the functional dimensionality of neural representations☆18Updated 2 years ago
- Hierarchical Bayesian estimation and hypothesis testing for delay discounting tasks☆23Updated 6 years ago
- Code for Psychology 253☆16Updated 4 years ago
- General Analysis Functions☆14Updated 8 years ago
- Repo containing useful tutorials on different topics, methods, software tools, and packages used by the CDL☆16Updated 4 years ago
- Run adaptive decision making experiments☆16Updated 3 years ago
- Simple Matlab code to fit reinforcement learning models to choice data☆17Updated 5 years ago
- This project has moved to https://github.com/nimh-dsst/OpenCogData☆25Updated 11 months ago
- Code for a Tutorial on using the Neural Network Extension of HDDM☆22Updated 2 years ago
- Toolbox enabling the model-free and model-based analysis of IGT data☆14Updated 2 years ago
- Bayesian mixed-effects modeling of fMRI data in Python☆39Updated 3 years ago
- Nipype-based data fMRI pre-processing tools☆14Updated 4 years ago
- Reverse engineering of Metacognition toolbox☆15Updated 9 months ago
- Repository for example Hierarchical Drift Diffusion Model (HDDM) code using JAGS in Python. These scripts provide useful examples for usi…☆25Updated 8 months ago
- Data and code for the paper "Geometric models reveal behavioural and neural signatures of transforming naturalistic experiences into epis…☆29Updated 3 years ago
- The Mathematical Cognitive Neuroscience Toolbox (mcntoolbox). Code associated with the publication "How attention influences perceptual d…☆13Updated 3 years ago
- Code accompanying "Likelihood Approximation Networks (LANs) for Fast Inference of Simulation Models in Cognitive Neuroscience"☆14Updated 3 years ago
- A library of MATLAB functions for visualization, processing, and analysis of output from Bayesian models fit with Stan.☆10Updated 2 years ago
- Docker container prebuilt with python tools for demos and workshops☆15Updated 6 years ago
- Analysis code for multi-armed bandit task☆11Updated 4 years ago
- Package to Train LANs (Likelihood approximation networks)☆11Updated 7 months ago
- Inverse binomial sampling for efficient log-likelihood estimation of simulator models in MATLAB☆31Updated last year