Neural Controlled Differential Equations for Irregular Time Series.
Patrick KidgerJames MorrillJames FosterTerry J. LyonsPublished in: CoRR (2020)
Keyphrases
- differential equations
- dynamical systems
- network architecture
- numerical solution
- neural network
- ordinary differential equations
- boundary value problem
- brownian motion
- partial differential equations
- numerical methods
- dynamic time warping
- nonlinear differential equations
- numerical integration
- machine learning
- biologically inspired
- microarray
- transmission line
- markov chain
- least squares
- wavelet transform
- difference equations
- feed forward artificial neural networks