statistics of natural images

Push-Pull Receptive Field Organization and Synaptic Depression: Mechanisms for Reliably Encoding Naturalistic Stimuli in V1
Sparse Coding Of Natural Images Using A Prior On Edge Co-Occurences
Relationship between natural image statistics and lateral connectivity in the primary visual cortex
see a follow-up: Laurent U Perrinet, James A Bednar (2015). Edge co-occurrences can account for rapid categorization of natural versus animal images. Scientific Reports. Preprint PDF Cite Code DOI
Role of homeostasis in learning sparse representations
related publication : Laurent U Perrinet (2019). An adaptive homeostatic algorithm for the unsupervised learning of visual features. Vision. Preprint PDF Cite Code DOI
Role of homeostasis in learning sparse representations
Coding static natural images using spiking event times: do neurons cooperate?
Progressive reconstruction of a static image using spikes in a multi-scale oriented representation.
Coding static natural images using spiking event times: do neurons cooperate?