Bayesian inference for low rank spatiotemporal neural receptive fields.
Mijung ParkJonathan W. PillowPublished in: NIPS (2013)
Keyphrases
- bayesian inference
- low rank
- receptive fields
- primary visual cortex
- space time
- biologically inspired
- matrix factorization
- convex optimization
- natural images
- linear combination
- missing data
- probabilistic model
- prior information
- singular value decomposition
- semi supervised
- image representation
- high dimensional data
- high order
- input space
- neural network
- moving objects
- spatio temporal
- machine learning
- hierarchical bayesian
- higher order
- saliency map
- visual information
- particle filter
- dimensionality reduction
- collaborative filtering
- least squares
- nearest neighbor
- object recognition
- image processing
- data sets