Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons.
Nikhil ParthasarathyEleanor BattyWilliam FalconThomas RuttenMohit RajpalE. J. ChichilniskyLiam PaninskiPublished in: NIPS (2017)
Keyphrases
- natural images
- neural network
- receptive fields
- visual cortex
- natural scenes
- higher order
- object recognition
- multiscale
- image patches
- denoising
- input image
- sparse coding
- image denoising
- power spectrum
- compressed sensing
- primary visual cortex
- image statistics
- statistics of natural images
- feed forward
- test images
- scale invariant
- probability distribution
- natural image statistics
- recurrent neural networks
- back propagation
- feature extraction
- image processing