Sorting of neural spikes: When wavelet based methods outperform principal component analysis.
Alexey N. PavlovValeri A. MakarovIoulia MakarovaFivos PanetsosPublished in: Nat. Comput. (2007)
Keyphrases
- methods outperform
- principal component analysis
- spike trains
- neural classifier
- spiking neural networks
- network architecture
- principal components
- independent component analysis
- wavelet transform
- dimensionality reduction
- feature extraction
- neural network
- multiresolution
- face recognition
- biologically inspired
- linear discriminant analysis
- image compression
- covariance matrix
- discriminant analysis
- dimension reduction
- bio inspired
- wavelet domain
- nonlinear predictive control
- feature space
- singular value decomposition
- multiscale
- multiresolution analysis
- lower dimensional
- learning rules
- low dimensional
- negative matrix factorization
- face images
- wavelet transformation
- support vector machine svm
- support vector
- neural network model
- artificial neural
- neural fuzzy
- multi resolution analysis
- fisher linear discriminant
- computer vision
- computational neuroscience
- linear discriminate analysis
- data sets