/RPDecision

MATLAB & JAGS Code associated with the paper "Timing of readiness potentials reflect a decision-making process in the human brain" (2020, Computational Brain & Behavior)

Primary LanguageMATLABMIT LicenseMIT

Citation

Lui, K. K., Nunez, M. D., Cassidy, J. M., Vandekerckhove, J., Cramer, S. C., & Srinivasan, R. (2020). Timing of readiness potentials reflect a decision-making process in the human brain. Computational Brain & Behavior.

Preprint

Springer source

RPDecision

(Repository version 0.2.4)

Timing of readiness potentials reflect a decision-making process in the human brain

Authors: Kitty K. Lui, Michael D. Nunez, Jessica M. Cassidy, Joachim Vandekerckhove, Steven C. Cramer, and Ramesh Srinivasan at the University of California, Irvine

Prerequisites

MATLAB

MATLAB Repository: artscreenEEG

MCMC Sampling Program: JAGS

Program: JAGS Wiener module

MATLAB Repository Trinity for calling JAGS from MATLAB

Downloading

The repository can be cloned with git clone https://github.com/mdnunez/RPDecision.git

The repository can also be may download via the Download zip button above.

License

RPDecision is licensed under the MIT License and written by Kitty K. Lui, Michael D. Nunez, Jessica M. Cassidy, Joachim Vandekerckhove, Steven C. Cramer, and Ramesh Srinivasan at the University of California, Irvine

Further Reading

Nunez, M. D., Gosai, A., Vandekerckhove, J., & Srinivasan, R. (2019). The latency of a visual evoked potential tracks the onset of decision making. NeuroImage. doi: 10.1016/j.neuroimage.2019.04.052

Nunez, M. D., Vandekerckhove, J., & Srinivasan, R. (2017). How attention influences perceptual decision making: Single-trial EEG correlates of drift-diffusion model parameters. Journal of Mathematical Psychology, 76, 117-130.

Nunez, M. D., Srinivasan, R., & Vandekerckhove, J. (2015). Individual differences in attention influence perceptual decision making. Frontiers in Psychology, 8.

EEG Data

Artifact-correct EEG data from this study is available upon request.