single-trial-analysis

Neural drift-diffusion model (NDDM) is a repository to integrate simultaneously both single-trial EEG measures and behavioral performance (response time and accuracy) to understand cognition.

spatial_attenNCM (Spatial Attention Neuro-Cognitive Modeling) used some hierarchical neuro-cognitive models to find out the spatial attention effect on perceptual decision making.

A code tutorial to accompany https://link.springer.com/article/10.3758/s13428-023-02098-1

See https://biometris.github.io/statgenSTA for a full description

Mixed effects models for R

This repository contains the complete analysis pipeline for a study examining whether conventional early-window endpoint-summary measures (mean amplitude, RMS, entropy, Hjorth parameters, etc.) capture genuine stimulus-locked information about P300 amplitude in the active visual oddball paradigm.