Analyzing and modeling C. elegans sensorimotor dynamics. This repository contains a model that infer stimulus laser power from the centroid velocity of the worm. The details of the model are described in the following paper: http://arxiv.org/abs/1601.04685.
\Model: Contains the functions that infer the model parameters from the dataset and predict stimulus laser from centroid velocity.
\Statistics: Contains the functions that use to calculate the statistics presented in the paper.
\Example: Contains example programs.
\Data: Contains the dataset used in the paper.
\Utils: Contains scripts and functions that used to process raw data into dataset in \Data and estimate the nonlinear mapping.
Contributors: Kawai Leung