Visual attention information can be traced on cortical response but not on the retina: evidence from electrophysiological mouse data using natural images as stimuli

08/01/2023
by   Nikos Melanitis, et al.
0

Visual attention forms the basis of understanding the visual world. In this work we follow a computational approach to investigate the biological basis of visual attention. We analyze retinal and cortical electrophysiological data from mouse. Visual Stimuli are Natural Images depicting real world scenes. Our results show that in primary visual cortex (V1), a subset of around 10% of the neurons responds differently to salient versus non-salient visual regions. Visual attention information was not traced in retinal response. It appears that the retina remains naive concerning visual attention; cortical response gets modulated to interpret visual attention information. Experimental animal studies may be designed to further explore the biological basis of visual attention we traced in this study. In applied and translational science, our study contributes to the design of improved visual prostheses systems – systems that create artificial visual percepts to visually impaired individuals by electronic implants placed on either the retina or the cortex.

READ FULL TEXT

page 4

page 5

page 6

page 7

page 10

page 11

research
12/09/2022

Cortical origins of MacKay-type visual illusions. A case for the non-linearity

To study the interaction between retinal stimulation by redundant geomet...
research
11/30/2021

Deep Auto-encoder with Neural Response

Artificial intelligence and neuroscience are deeply interactive. Artific...
research
04/13/2016

A Novel Method to Study Bottom-up Visual Saliency and its Neural Mechanism

In this study, we propose a novel method to measure bottom-up saliency m...
research
01/11/2017

Modeling Retinal Ganglion Cell Population Activity with Restricted Boltzmann Machines

The retina is a complex nervous system which encodes visual stimuli befo...
research
07/18/2023

Visual Validation versus Visual Estimation: A Study on the Average Value in Scatterplots

We investigate the ability of individuals to visually validate statistic...
research
06/08/2021

Object Based Attention Through Internal Gating

Object-based attention is a key component of the visual system, relevant...
research
11/08/2018

ExGate: Externally Controlled Gating for Feature-based Attention in Artificial Neural Networks

Perceptual capabilities of artificial systems have come a long way since...

Please sign up or login with your details

Forgot password? Click here to reset