Attentive neural controlled differential equations for time-series classification and forecasting.
Sheo Yon JhinHeejoo ShinSujie KimSeoyoung HongMinju JoSolhee ParkNoseong ParkSeungbeom LeeHwiyoung MaengSeungmin JeonPublished in: Knowl. Inf. Syst. (2024)
Keyphrases
- differential equations
- feed forward artificial neural networks
- dynamical systems
- short term
- network architecture
- neural network
- ordinary differential equations
- difference equations
- numerical solution
- numerical methods
- boundary value problem
- nonlinear differential equations
- brownian motion
- partial differential equations
- dynamic time warping
- visual attention
- pattern recognition