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cs.LG2026
Deep probabilistic model synthesis enables unified modeling of whole-brain neural activity across individual subjects
William E. Bishop, Luuk W. Hesselink, Bernhard Englitz +2
Many disciplines need quantitative models that synthesize experimental data across multiple instances of the same general system. For example, neuroscientists must combine data fro…
q-bio.NC2026
Behavior-dLDS: A decomposed linear dynamical systems model for neural activity partially constrained by behavior
Eva Yezerets, En Yang, Misha B. Ahrens +1
Brain-wide recordings of large-scale networks of neurons now provide an unprecedented view into how the brain drives behavior. However, brain activity contains both information dir…