Skip to contentSkip to filters

We use cookies for analytics.

Topic: surround modulation

ePoster
2 ePosters

In Neuroscience

ePoster · Neuroscience

Predictive processing of natural images by V1 firing rates revealed by self-supervised deep neural networks

Cem Uran,Alina Peter,Andreea Lazar,William Barnes,Johanna Klon-Lipok,Katharine A Shapcott,Rasmus Roese,Pascal Fries,Wolf Singer,Martin Vinck · COSYNE 2022

Thu, Mar 17, 2022

The responses of neurons in primary visual cortex depend strongly on the spatial context in which stimuli are embedded. This context-dependence has been theorized to reflect efficient and/or predictive coding of natural scenes. Critical tests of these theories in a generic form for natural images are currently lacking , because it is unclear how predictions, and measures of predictability, should be operationalized for natural scenes. Further, it is unclear whether there is just one type or level of predictability given the hierarchical processing in the primate visual system. Here, we traine

ePoster · Neuroscience

The tilt illusion arises from an efficient reallocation of neural coding resources at the contextual boundary

Ling-Qi Zhang, Jiang Mao, Geoffrey Aguirre, Alan Stocker · COSYNE 2025

Human perception is significantly influenced by sensory context. A classic demonstration is the tilt illusion, in which the perceived orientation of a center stimulus is altered by the orientation of a surround (Gibson \& Radner 1937). Previous research on the tilt illusion has primarily focused on how surround context alters the response characteristics of individual neurons (e.g., changes in gain and tuning curves), but connecting these observations at the level of single neurons to perceptual behavior remains challenging. More broadly, we still lack a functional and teleological account of