notesum.ai
Published at November 11Learning Interpretable Network Dynamics via Universal Neural Symbolic Regression
cs.AI
cs.LG
cs.MA
cs.SC
Released Date: November 11, 2024
Authors: Jiao Hu1, Jiaxu Cui1, Bo Yang1
Aff.: 1College of Computer Science and Technology, Jilin University, Changchun, 130012, China.

| Neural networks | ||||
|---|---|---|---|---|
| Layers | Linear(,50) | Linear(, 50) | Linear(,50) | Linear(, 50) |
| Rational | Rational | Rational | Rational | |
| Linear(50, 50) | Linear(50, 50) | Linear(50, 50) | Linear(50, 50) | |
| Rational | Rational | Rational | Rational | |
| Linear(50, 50) | Linear(50, 50) | Linear(50, 50) | ||
| Rational | Rational | Rational | ||
| Readout layer | Linear(50, ) | Linear(50, ) | Linear(50, ) | Linear(50, ) |