Neural Adaptation to the Eye's Optics Through Phase Compensation.
Antoine BarbotJohn T PirogCherlyn J NgGeunyoung YoonPublished in: bioRxiv : the preprint server for biology (2024)
How does the brain achieve a seemingly veridical and 'in-focus' perception of the world, knowing how severely corrupted visual information is by the eye's optics? Optical blur degrades retinal image quality by reducing the contrast and disrupting the phase of transmitted signals. Neural adaptation can attenuate the impact of blur on image contrast, yet vision rather relies on perceptually-relevant information contained within the phase structure of natural images. Here we show that neural adaptation can compensate for the impact of optical aberrations on phase congruency. We used adaptive optics to fully control optical factors and test the impact of specific optical aberrations on the perceived phase of compound gratings. We assessed blur-induced changes in perceived phase over three distinct exposure spans. Under brief blur exposure, perceived phase shifts matched optical theory predictions. During short-term (~1h) exposure, we found a reduction in blur-induced phase shifts over time, followed by after-effects in the opposite direction-a hallmark of adaptation. Finally, patients with chronic exposure to poor optical quality showed altered phase perception when tested under fully-corrected optical quality, suggesting long-term neural compensatory adjustments to phase spectra. These findings reveal that neural adaptation to optical aberrations compensates for alterations in phase congruency, helping restore perceptual quality over time.
Keyphrases
- convolutional neural network
- deep learning
- high resolution
- high speed
- physical activity
- depressive symptoms
- mental health
- machine learning
- image quality
- magnetic resonance imaging
- computed tomography
- social support
- dna methylation
- copy number
- mass spectrometry
- health information
- blood brain barrier
- molecular dynamics
- endothelial cells
- diabetic rats
- resting state
- subarachnoid hemorrhage
- single cell