We propose HBA-U-Net: a U-Net backbone with hierarchical bottleneck attention to highlight retinal abnormalities that may be important for fovea and optic disc segmentation in the degenerated retina.
Who We Are
We are an interdisciplinary group interested in using brain-computer devices as a tool to study the neural mechanisms of visual perception in people with vision loss, with the ultimate goal of restoring useful vision to people living with incurable blindness using bionic technologies.
Our group combines expertise in computer science, psychology, human-computer interaction, computational neuroscience, and neuroengineering. Joining us requires a specific mindset—realizing that we can’t all possibly know everything, but that everyone provides a specific piece to the puzzle. Together we want to do science that matters.
Brain Sciences
Computational Neuroscience
Brain-Inspired Computing · ML/AI
Vision Sciences
Human & Machine Vision
Low Vision · Sight Restoration
Brain-Computer Devices
Visual Neuroprostheses
VR/AR/MR · Assistive Technologies
