Speaker
Dr
Bartek Chaber
Description
This paper uses convolutional neural networks to try to discover the rules of a few exemplary processes.
As the test cases, we consider John Conway's Game of Life and plane wave propagation in a vacuum.
Both processes can be represented as a convolution of a 3-by-3 mask with an image.
In the case of Game of Life, the image is a binary image representing dead/alive cells.
For the wave propagation example, the image is a grayscale image. The brightness represents
the intensity of an electric field in a perpendicular direction to the plane of the image.
It seems that both of the processes can be rediscovered using a simple convolutional neural
network.
Authors
Dr
Bartek Chaber
Katarzyna Stankiewicz
(Warsaw University of Technology)
Paweł Skiba
(Warsaw University of Technology)
