Donna Werling is assistant professor of genetics at the University of Wisconsin-Madison. Her work focuses on the etiology of neurodevelopmental conditions such as autism, and investigates how sexually dimorphic biology contributes to sex-differential prevalence in autism.
Donna Werling
Assistant professor
University of Wisconsin-Madison
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Why neural foundation models work, and what they might—and might not—teach us about the brain
These models can partly generalize across species, brain regions and tasks, suggesting that a set of machine-learnable rules govern neural population activity. But will we be able to understand them?
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Error equation predicts brain’s ability to generalize
Four statistical measurements of neural network geometry capture how well brains and artificial networks use what they already know to solve new problems, a study suggests.
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Embrace complexity to improve the translatability of basic neuroscience
Researchers must learn to view heterogeneity as an essential feature of the systems they study and a central consideration in experimental design, not a variable to control for or reduce.