Transcranial Focused Ultrasound to V5 Enhances Human Visual Motion Brain-Computer Interface by Modulating Feature-Based Attention.
Joshua KosnoffKai YuChang LiuBin HePublished in: bioRxiv : the preprint server for biology (2023)
Paralysis affects roughly 1 in 50 Americans. While there is no cure for the condition, brain-computer interfaces (BCI) can allow users to control a device with their mind, bypassing the paralyzed region. Non-invasive BCIs still have high error rates, which is hypothesized to be reduced with concurrent targeted neuromodulation. This study examines whether transcranial focused ultrasound (tFUS) modulation can improve BCI outcomes, and what the underlying mechanism of action might be through high-density electroencephalography (EEG)-based source imaging (ESI) analyses. V5-targeted tFUS significantly reduced the error for the BCI speller task. ESI analyses showed significantly increased theta activity in the tFUS condition at both V5 and downstream the dorsal visual processing pathway. Correlation analysis indicates that the dorsal processing pathway connection was preserved during tFUS stimulation, whereas extraneous connections were severed. These results suggest that V5-targeted tFUS' mechanism of action is to raise the brain's feature-based attention to visual motion.
Keyphrases
- resting state
- working memory
- high density
- deep learning
- functional connectivity
- white matter
- cancer therapy
- ms ms
- spinal cord
- machine learning
- neuropathic pain
- endothelial cells
- cerebral ischemia
- high resolution
- type diabetes
- high speed
- adipose tissue
- transcranial magnetic stimulation
- induced pluripotent stem cells
- brain injury
- metabolic syndrome
- radiation therapy
- photodynamic therapy
- neural network
- subarachnoid hemorrhage
- mass spectrometry