Dataset for "Species-specific wiring of cortical circuits for small-world networks in the primary visual cortex"

Demo codes for

"Species-specific wiring of cortical circuits for small-world networks in the primary visual cortex"

Seungdae Baek, Youngjin Park, and Se-Bum Paik*

*Contact: sbpaik@kaist.ac.kr

1. System requirements

• MATLAB 2021a or later version
• Installation of the Deep Learning Toolbox (https://www.mathworks.com/products/deep-learning.html)
• No non-standard hardware is required.
• Uploaded codes were tested using MATLAB 2021a.

2. Installation

• Download "LRC_code.zip" and unzip the file.
• Choose the proper subfolder of 'fun_modifed_toolbox' which is matched to your MATLAB version and Move each file to the proper directory
• Expected Installation time is about 45 minutes, but may vary by system conditions.

3. Instructions for demo

• By running "Main.m" and selecting code option and figure option (see line 35 - 41 on the Main.m) code options :
  • i) flg_ShowRes : Show the result figure of demo code using the pretrained network (in pretrainedNet.zip)
  • ii) flg_Demo : Run the demo code using a randomly initialized network figure options : flg1 - Result 1 / flg2 - Result 2 / flg3 - Result 3