Log Neural Controlled Differential Equations: The Lie Brackets Make a Difference.
Benjamin WalkerAndrew D. McLeodTiexin QinYichuan ChengHaoliang LiTerry J. LyonsPublished in: CoRR (2024)
Keyphrases
- differential equations
- dynamical systems
- numerical solution
- network architecture
- boundary value problem
- neural network
- numerical methods
- ordinary differential equations
- brownian motion
- transmission line
- feed forward artificial neural networks
- feature extraction
- difference equations
- numerical integration
- nonlinear differential equations