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Updated: Oct 22, 2025

Analyzing Neural Activity and Connectivity Using Intracranial EEG Data with SPM Software
Published on: October 30, 2018
Spontaneous modulations of high-frequency cortical activity
Hiroya Ono1, Masaki Sonoda2, Brian H Silverstein3
1Department of Pediatrics, Children's Hospital of Michigan, Wayne State University, Detroit, MI 48201, USA; Department of Pediatric Neurology, National Center of Neurology and Psychiatry, Joint Graduate School of Tohoku University, Tokyo 1878551, Japan.
High-gamma brain activity preceding eye movements helps predict saccade direction and duration. This neural activity accurately localizes the visual cortex, aiding in distinguishing normal brain function from epilepsy.
Area of Science:
- Neuroscience
- Ophthalmology
- Epilepsy Research
Background:
- Saccadic eye movements are rapid, ballistic movements crucial for vision.
- High-frequency broadband cortical activity, particularly high-gamma (70-110 Hz), is associated with neural processing during cognitive tasks.
- Understanding the role of this activity during spontaneous saccades is key to interpreting brain function and dysfunction.
Purpose of the Study:
- To clarify the clinical and mechanistic significance of physiological modulations in high-frequency cortical activity during spontaneous saccadic eye movements.
- To investigate whether high-gamma activity preceding saccades can predict ocular behaviors.
- To assess the accuracy of a model using saccade-related high-gamma modulations for primary visual cortex localization.
Main Methods:
- Studied 30 patients undergoing epilepsy surgery with extraoperative electrocorticography and electrooculography.
- Analyzed high-gamma activity (70-110 Hz) preceding saccade onset.
- Developed a bagged-tree-ensemble model to predict saccade behavior and localize the visual cortex.
Main Results:
- Observed transient high-gamma suppression in the striatal cortex before saccade onset, followed by widespread posterior brain augmentation.
- More intense striatal high-gamma suppression predicted ipsilateral saccades and longer durations.
- The model accurately localized the primary visual cortex (95% accuracy) using saccade-related high-gamma modulations.
Conclusions:
- Successfully animated neural dynamics supporting saccadic suppression, a mechanism reducing blurred vision during eye movements.
- The primary visual cortex actively prepares for image motion during prolonged saccades.
- Saccade-related electrocorticography signals can aid visual cortex localization and prevent misinterpretation of physiological activity as epileptogenic.
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