Estimation and Early Prediction of Grip Force Based on sEMG Signals and Deep Recurrent Neural Networks.
Atusa GhorbaniAghil Yousefi-KomaAmirhosein VedadiPublished in: CoRR (2023)
Keyphrases
- recurrent neural networks
- chaotic time series
- neural network
- echo state networks
- prediction accuracy
- reservoir computing
- feed forward
- recurrent networks
- artificial neural networks
- complex valued
- neural model
- prediction model
- feedforward neural networks
- hidden layer
- prediction error
- instantaneous frequency
- nonlinear dynamic systems
- cascade correlation
- long short term memory
- hebbian learning
- signal processing
- neural models
- closed form
- decision making