Code for my APMA136 Final Project, based on "Opening the Black Box : Low-Dimensional Dynamics in High-Dimensional Recurrent Neural Networks".
Codes for simple2d
, threebit_flipflop
, motor_control
tasks are found in respective subdirectories. All code written by Eric Jang, under the MIT license. Most of the code is implemented in MATLAB, although there is a bit of python here and there.
3-bit Flip Flop
4-bit Flip-Flop
4-bit Flip-Flop, Logistic Nonlinearity
4-bit Flip-Flop, pre-trained on 3-bit FF
3-bit FF
4-bit FF
Formal, academic writeup and informal blog posts are coming soon.