12 citations · 36 across the 10 of their papers we have counts for
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q-bio.NC2026
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…
q-bio.NC2026
Beyond Neural Activity Prediction: Probing Latent Representations in Mouse V1 Digital Twins
Adriano Lima, Yuchen Hou, Michael Beyeler +1
Digital twins of sensory cortex serve as powerful response oracles. Although prediction accuracy is the central metric by which these models are evaluated, it provides limited insi…