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Eye on Vision podcast features Lily Turkstra’s research on home-based assistive technology
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<h6 class="mt-0 mb-1"><small><i class="far fa-calendar mr-2"></i>9 May 2025</small></h6>
<p class="mb-0">In a recent episode of WYPL-FM’s Eye on Vision, PhD student Lily Turkstra discussed the findings of her recent Scientific Reports paper, which draws on 16 interviews to reveal how blind and low-vision individuals adapt instrumental daily tasks at home.</p>
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Prof. Beyeler receives Harold J. Plous Memorial Award
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<h6 class="mt-0 mb-1"><small><i class="far fa-calendar mr-2"></i>1 November 2024</small></h6>
<p class="mb-0">The Harold J. Plous award recognizes an assistant professor within the College of Letters & Science who has demonstrated outstanding performance or promise as measured by creative action or contribution to the intellectual life of the college community.</p>
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BionicVisionXR featured at Unite 2024
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<h6 class="mt-0 mb-1"><small><i class="far fa-calendar mr-2"></i>17 October 2024</small></h6>
<p class="mb-0">Unity Sentis highlights our real-time VR simulation of bionic eye technology, showcasing AI-driven models for visual stimulus encoding.</p>
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<a href="news/2024-02-nih-smart-bionic-eye/">
Towards a Smart Bionic Eye
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<h6 class="mt-0 mb-1"><small><i class="far fa-calendar mr-2"></i>28 February 2024</small></h6>
<p class="mb-0">The National Library of Medicine at the National Institutes of Health (NIH) sent a film crew to UCSB to document the work we do as part of our NIH DP2 New Innovator Award.</p>
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<a href="news/2023-09-neurips/">
3 papers accepted at NeurIPS ‘23
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<h6 class="mt-0 mb-1"><small><i class="far fa-calendar mr-2"></i>21 September 2023</small></h6>
<p class="mb-0">Our latest work achieves state-of-the-art predictions of primary visual cortex (V1) activity in mouse and monkey, and details a new way to optimize stimulation protocols for visual prostheses.</p>
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<h2>Who We Are
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<div class="col-md-12">
<p><i>Rethinking sight restoration through models, data, and lived experience.</i></p>
<p>We are an interdisciplinary group exploring the science of human, animal, and artificial vision. Our mission is twofold: to understand how vision works, and to use those insights to build the next generation of visual neurotechnologies for people living with incurable blindness. This means working at the intersection of neuroscience, psychology, and computer science, where questions about how the brain sees meet advances in AI and extended reality (XR).</p>
<p>Our work spans the full spectrum from behavior to computation. We study how people with visual impairment perceive and navigate the world, using psychophysics, VR/AR, and ambulatory head/eye/body tracking. We probe visual system function with EEG, TMS, and physiological sensing. And we design biophysical and machine learning models to simulate, evaluate, and optimize visual prostheses, often embedding these models directly into real-time XR environments. This blend of approaches lets us connect brain, behavior, and technology in ways no single discipline can achieve alone.</p>
<p>What sets our lab apart is our close collaboration with both implant developers and bionic eye recipients. We aim to unify efforts across the field by creating open-source tools and standardized evaluation methods that can be used across devices and patient populations. Our ultimate goal is to reshape how vision restoration technologies are conceptualized, tested, and translated (while also pushing the frontiers of AI and XR) so that people with vision loss can live more independent and connected lives.</p>
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<h4>Neuroscience</h4>
<div class="d-none d-sm-block"><p><div><a class="badge badge-light m-0" href="/tags/computational-neuroscience">Computational Neuroscience</a> <br/> <a class="badge badge-light m-0" href="/tags/neuroai">NeuroAI</a> <a class="badge badge-light m-0" href="/tags/machine-learning">Machine Learning</a></div></p></div>
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<h4>Vision</h4>
<div class="d-none d-sm-block"><p><div><a class="badge badge-light m-0" href="/tags/visual-perception">Visual Perception</a> <a class="badge badge-light m-0" href="/tags/blindness-low-vision">Blindness & Low Vision</a> <br/> <a class="badge badge-light m-0" href="/tags/computer-vision">Computer Vision</a> <a class="badge badge-light m-0" href="/tags/psychophysics">Psychophysics</a> </div></p></div>
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<h4>Neurotechnology</h4>
<div class="d-none d-sm-block"><p><div><a class="badge badge-light m-0" href="/tags/visual-prosthesis">Visual Prosthesis</a> <a class="badge badge-light m-0" href="/tags/assistive-technology">Assistive Technology</a> <br/> <a class="badge badge-light m-0" href="/tags/immersive-technology-vr/ar/mr">Immersive Technology (VR/AR/MR)</a> </div></p></div>
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<h2>Recent Publications</h2>
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<a href="/publications/2026-04-bird/" itemprop="url">BIRD: Behavior induction via representation-structure distillation</a>
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<p class="m-0">We introduce BIRD (Behavior Induction via Representation-structure Distillation), a flexible framework for transferring aligned behavior by matching the internal representation structure of a student model to that of a teacher.</p>
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<meta content="2026-04-23 18:49:00 +0000 UTC" itemprop="datePublished">
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<a href="/people/pogoncheff_galen/">Galen Pogoncheff</a></span>, <span itemprop="author name" itemtype="http://schema.org/Person">
<a href="/people/beyeler_michael/">Michael Beyeler</a></span>
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<time>April 2026</time>
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The 14th International Conference on Learning Representations (ICLR ‘26)
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<a href="/publications/2026-02-percept-aware-surgical-planning/" itemprop="url">Percept-aware surgical planning for visual cortical prostheses with vascular avoidance</a>
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