Category Ranking

98%

Total Visits

921

Avg Visit Duration

2 minutes

Citations

20

Article Abstract

What we see is generated by our cortical neurons processing sensory input. Amblyopia provides a perfect case for studying the neural generation of percepts (Generative Phenomenology) because many amblyopes see phantom forms that contain more features than the stimulus through their amblyopic eye (AE) but not through the fellow eye (FE). Seeing phantom forms is unlike most visual disorders that lead to deficits and requires different types of models. Using computer guided dichoptic displays, we acquired perceptograms (viewable records of perceived images) for single gratings shown to AE. 92.6% of phantom percepts were matched exactly by plaid patterns made of two gratings shown to FE. A formal equation between the cortical signals generated by the gratings seen through AE with the signals generated by their perceptograms seen through FE was used to derive AE receptive fields as linear transforms of FE receptive fields. Passing gratings through the transformed AE model accurately generated the corresponding perceptograms. The transformations reflected complex changes in cortical receptive fields and output combinations. They also explained amblyopic deficits at discerning cyclic distortions from circularity and were validated via reverse-correlation. Changes in neuronal receptive fields thus have profound effects on perception, to the extent that observers can see more features than are present in what is viewed.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC12262670PMC
http://dx.doi.org/10.1101/2025.06.24.661078DOI Listing

Publication Analysis

Top Keywords

receptive fields
16
generative phenomenology
8
phantom percepts
8
phantom forms
8
signals generated
8
phenomenology form
4
form perception
4
perceptograms
4
perception perceptograms
4
cortical
4

Similar Publications

Computer-aided diagnostic (CAD) systems for color fundus images play a critical role in the early detection of fundus diseases, including diabetes, hypertension, and cerebrovascular disorders. Although deep learning has substantially advanced automatic segmentation techniques in this field, several challenges persist, such as limited labeled datasets, significant structural variations in blood vessels, and persistent dataset discrepancies, which continue to hinder progress. These challenges lead to inconsistent segmentation performance, particularly for small vessels and branch regions.

View Article and Find Full Text PDF

Introduction: The dorsal horn (DH) of the spinal cord is physiologically immature at birth. Spinal excitability increases and wide dynamic range (WDR) neurons in lamina V have lowered activation thresholds and larger receptive field sizes.

Objective: The DH is composed of 5 laminae containing diverse interneuronal populations yet our understanding of the physiology of the DH is based on behavioural studies or extrapolation of single cell WDR recordings to the whole network.

View Article and Find Full Text PDF

Retinal fundus photography is significant in diagnosing and monitoring retinal diseases. However, systemic imperfections and operator/patient-related factors can hinder the acquisition of high-quality retinal images. Previous efforts in retinal image enhancement primarily relied on GANs, which are limited by the trade-off between training stability and output diversity.

View Article and Find Full Text PDF

Response Characteristics of Barrel Cortical Neurons in Layers IV/V of Juvenile Rats with Autism-Like Traits after Tactile Stimulation.

Physiol Behav

September 2025

Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran; Cognitive Neuroscience Research Center, Institute of Neuropharmacology, Kerman University of Medical Sciences, Kerman, Iran.

The barrel cortex is a specialized region of the primary somatosensory cortex that processes tactile information from whiskers. This study investigates how tactile stimulation (TS) affects excitatory receptive fields and surrounds suppression in barrel cortex neurons of male and female autistic-like rats, using various whisker displacement protocols. The animals were categorized into control, Valproic acid pre-treated (Val), and Val-TS treatment groups.

View Article and Find Full Text PDF

Shifted windowing vision transformer-based skin cancer classification via transfer learning.

Clinics (Sao Paulo)

September 2025

Shandong Qinlu Energy Technology Co., Ltd, Jinan, 250357, China.

Objective: Skin cancer is widely recognized as one of the most perilous diseases on a global scale. Early identification of skin lesions can significantly enhance the treatment effects by aiding in clinical decision-making, hence mitigating the risk of disease progression and metastasis. Unfortunately, the skin images used for training are usually limited and imbalanced.

View Article and Find Full Text PDF