Demo codes for

'Spontaneous generation of number sense in untrained deep neural networks"

Gwangsu Kim, Jaeson Jang, Seungdae Baek, Min Song, and Se-Bum Paik*

*Contact: sbpaik@kaist.ac.kr

1. System requirements

• MATLAB 2018b or later version
• Installation of the Deep Learning Toolbox (https://www.mathworks.com/products/deep-learning.html)
• Installation of the pretrained AlexNet (https://de.mathworks.com/matlabcentral/fileexchange/59133-deep-learning-toolbox-model-for-alexnet-network)
• No non-standard hardware is required.
• Uploaded codes were tested using MATLAB 2018b and 2019b.

2. Installation

• Download all files and folders. ("Clone or download" -> "Download ZIP")

3. Instructions for demo

• 'Figure1_4.m' and 'Figure5.m' perform a demo version (a fewer set of stimuli than in the paper) of simulation using two conditions of the network.
• Expected running time is about 5 minutes for each file, but may vary by system conditions.