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README.md

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-# trialhistory_lapses_EA
-This repostory contains code for generating figures for the manuscript "Trial-history biases in evidence accumulation can give rise to apparent lapses"
+# Trialhistory_lapses_EA Repository
+
+## Overview
+This repository contains the code necessary for generating figures related to the manuscript titled "Trial-history biases in evidence accumulation can give rise to apparent lapses."
+
+The associated data for this manuscript can be found at [dx.doi.org/10.6084/m9.figshare.24113793](dx.doi.org/dx.doi.org/10.6084/m9.figshare.24113793).
+
+## Usage Instructions
+
+To reproduce the figures presented in the paper, follow these steps:
+
+1. Clone this repository to your local machine using your preferred method.
+
+2. Download the required data from the figshare link provided above.
+
+3. Edit the following paths in the `master_startup.m` file:
+   - Base directory (`path.base`)
+   - Data directory (`path.data_save`)
+   - Source data directory (`path.mat_save')
+   - Directory for saving figures (`path.fig_save`)
+
+4. Run the `make_figures.m` script to generate the main figures. Supplementary figure code can be found in their respective folders.
+
+## Accumulator Model Fits
+
+The fits to accumulator models were performed using code developed within the Julia package available at [https://github.com/Brody-Lab/PulseInputDDM](https://github.com/Brody-Lab/PulseInputDDM).
+
+If you are interested in using this code or have any questions, please feel free to get in touch with us at [email protected].
+
+For any inquiries related to the manuscript or this repository, don't hesitate to reach out.