NN-Poly: Approximating common neural networks with Taylor polynomials to imbue dynamical system constraints.
Frances ZhuDongheng JingFrederick LeveSilvia FerrariPublished in: Future Internet (2022)
Keyphrases
- dynamical systems
- neural network
- differential equations
- dynamic systems
- neural network model
- artificial neural networks
- nearest neighbor
- back propagation
- feed forward
- nonlinear dynamical systems
- agent environment
- state space
- dynamical behavior
- nonlinear dynamics
- lagrange interpolation
- training process
- lyapunov exponents
- fuzzy logic
- neural nets
- dynamical models
- modular neural networks
- qualitative reasoning
- past observations
- multi layer perceptron
- knn
- immune network
- qualitative differential equations
- predictive state representations
- discrete event
- activation function
- fuzzy systems
- multilayer perceptron
- objective function
- genetic algorithm