Investigating the role of firing-rate normalization and dimensionality reduction in brain-machine interface robustness.
Jonathan C. KaoPaul NuyujukianSergey D. StaviskyStephen I. RyuSurya GanguliKrishna V. ShenoyPublished in: EMBC (2013)
Keyphrases
- dimensionality reduction
- data representation
- principal component analysis
- high dimensional data
- high dimensional
- high dimensionality
- pattern recognition and machine learning
- neural network
- feature extraction
- input space
- computer vision
- nonlinear dimensionality reduction
- structure preserving
- linear dimensionality reduction
- nearest neighbor
- preprocessing
- support vector
- data sets
- manifold learning
- human brain
- normalization method
- computational neuroscience