A multitaper, causal decomposition for stochastic, multivariate time series: Application to high-frequency calcium imaging data.
Andrew T. SornborgerJames D. LauderdalePublished in: ACSSC (2016)
Keyphrases
- high frequency
- multivariate time series
- data sets
- image data
- data analysis
- low frequency
- data structure
- high resolution
- visual quality
- high dimensional data
- feature selection
- high quality
- dimensionality reduction
- wavelet coefficients
- spatial data
- wavelet transform
- data points
- temporal information
- multiscale
- discrete wavelet transform
- categorical data