Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting.
Sheo Yon JhinHeejoo ShinSeoyoung HongMinju JoSolhee ParkNoseong ParkSeungbeom LeeHwiyoung MaengSeungmin JeonPublished in: ICDM (2021)
Keyphrases
- differential equations
- feed forward artificial neural networks
- dynamical systems
- short term
- numerical solution
- neural network
- boundary value problem
- network architecture
- ordinary differential equations
- brownian motion
- transmission line
- numerical methods
- nonlinear differential equations
- difference equations
- control theory
- biologically inspired
- partial differential equations
- pre attentive
- dynamic time warping
- visual attention
- visual motion
- image denoising
- least squares
- image processing