Deep convolutional models improve predictions of macaque V1 responses to natural images.
Santiago A. CadenaGeorge H. DenfieldEdgar Y. WalkerLeon A. GatysAndreas S. ToliasMatthias BethgeAlexander S. EckerPublished in: PLoS Comput. Biol. (2019)
Keyphrases
- natural images
- sparse coding
- natural scenes
- higher order
- visual cortex
- natural image patches
- prior models
- image statistics
- denoising
- image denoising
- multiscale
- object recognition
- receptive fields
- power spectrum
- deep belief networks
- image patches
- deep learning
- input image
- probabilistic model
- statistics of natural images
- computer vision
- neural network
- scale invariant
- hierarchical model
- visual patterns
- natural image statistics