Optical imaging of electrically evoked visual signals in cats: II. ICA "harmonic filtering" noise reduction.
Optical imaging of intrinsic signals (OIS) is a tool for visualizing differential areas in the primary visual cortex devoted to visual functions such as ocular dominance and spatial orientation preferences. The OIS methodology was employed to verify visual cortical response to a retinal vision prosthesis whereby electrical stimulation is applied to the neural retina in order to elicit visual percepts. However, OIS recording is quite susceptible to cardiac and respiratory artifact, and inherent noise related to the measurement process. This complicates the identification of evoked signals using standard ensemble averaging based image processing. We therefore developed an independent component analysis (ICA) "harmonic filtering" technique to improve the signal-to-noise ratio. This technique is capable of reducing noise components, highlighting response signals to visual and electrical stimuli. Particularly, we demonstrated extraction of an ocular dominance map due to corneal stimulation and localized cortical activation due to intravitreal stimulation.
Chen
Spencer C
SC
Graduate School of Biomedical Engineering, University of New South Wales, Sydney NSW 2052, Australia.
Wong
Yan T
YT
Hallum
Luke E
LE
Dommel
Norbert B
NB
Cloherty
Shaun L
SL
Morley
John W
JW
Suaning
Gregg J
GJ
Lovell
Nigel H
NH
D000200:Action Potentials / Q000502:physiology*; D000465:Algorithms; D000818:Animals; D016477:Artifacts; D001931:Brain Mapping / Q000379:methods*; D002415:Cats; D005074:Evoked Potentials, Visual / Q000502:physiology*; D055095:Optics and Photonics; D025341:Principal Component Analysis; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D012815:Signal Processing, Computer-Assisted; D014793:Visual Cortex / Q000502:physiology*