6 citations · 11 across the 6 of their papers we have counts for
7 papers
Predictor Construction Can Reverse Multimodal Neural Contrasts
Lucas Nadolskis, Galen Pogoncheff, Michael Beyeler
Foundation-model features are increasingly used to ask what information neural activity represents, often by comparing prediction gains between nested encoding models. We show that…
Percept-Aware Surgical Planning for Visual Cortical Prostheses with Vascular Avoidance
Galen Pogoncheff, Alvin Wang, Jacob Granley +1
Cortical visual prostheses aim to restore sight by electrically stimulating neurons in early visual cortex (V1). With the emergence of high-density and flexible neural interfaces,…
BIRD: Behavior Induction via Representation-structure Distillation
Galen Pogoncheff, Michael Beyeler
Human-aligned deep learning models exhibit behaviors consistent with human values, such as robustness, fairness, and honesty. Transferring these behavioral properties to models tra…
Beyond Sight: Probing Alignment Between Image Models and Blind V1
Jacob Granley, Galen Pogoncheff, Alfonso Rodil +7
Neural activity in the visual cortex of blind humans persists in the absence of visual stimuli. However, little is known about the preservation of visual representation capacity in…
Explaining V1 Properties with a Biologically Constrained Deep Learning Architecture
Galen Pogoncheff, Jacob Granley, Michael Beyeler
Convolutional neural networks (CNNs) have recently emerged as promising models of the ventral visual stream, despite their lack of biological specificity. While current state-of-th…
A Large-Scale Study of a Sleep Tracking and Improving Device with Closed-loop and Personalized Real-time Acoustic Stimulation
Anh Nguyen, Galen Pogoncheff, Ban Xuan Dong +8
Various intervention therapies ranging from pharmaceutical to hi-tech tailored solutions have been available to treat difficulty in falling asleep commonly caused by insomnia in mo…
A pilot study of the Earable device to measure facial muscle and eye movement tasks among healthy volunteers
Matthew F. Wipperman, Galen Pogoncheff, Katrina F. Mateo +9
Many neuromuscular disorders impair function of cranial nerve enervated muscles. Clinical assessment of cranial muscle function has several limitations. Clinician rating of symptom…