BCI decoder performance comparison of an LSTM recurrent neural network and a Kalman filter in retrospective simulation.
Tommy HosmanMarco VilelaDaniel MilsteinJessica N. KelemenDavid M. BrandmanLeigh R. HochbergJohn D. SimeralPublished in: NER (2019)
Keyphrases
- recurrent neural networks
- kalman filter
- long short term memory
- kalman filtering
- neural network
- object tracking
- state estimation
- artificial neural networks
- recurrent networks
- feed forward
- complex valued
- particle filter
- extended kalman filter
- echo state networks
- state space model
- target tracking
- signal processing
- hidden layer
- bayesian filtering
- reservoir computing
- brain computer interface
- particle filtering
- mean shift
- image sequences