Solving Newton's equations of motion with large timesteps using recurrent neural networks based operators.
J. C. S. KadupitiyaGeoffrey C. FoxVikram JadhaoPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- recurrent neural networks
- nonlinear equations
- neural network
- polynomial equations
- echo state networks
- image sequences
- motion estimation
- space time
- feed forward
- complex valued
- recurrent networks
- reservoir computing
- optical flow
- artificial neural networks
- neural model
- algebraic equations
- motion analysis
- set of linear equations
- moving objects
- camera motion
- motion model
- numerical solution
- feedforward neural networks
- real time
- cascade correlation
- video sequences
- linear equations
- human motion
- mathematical model
- motion planning
- humanoid robot
- decision making
- nonlinear dynamic systems
- differential equations