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NITMB Scientific Focus: Theory and Mathematics in Neuroscience - Probabilistic Inference in Neuroscience Work…

NITMB Scientific Focus: Theory and Mathematics in Neuroscience - Probabilistic Inference in Neuroscience Workshop

When: बुध, 4 नव॰
Where: 875 N Michigan Ave, Suite 3500
Category: learning

This workshop will explore the intersection of probabilistic inference and neuroscience, highlighting approaches for extracting probabilistic models from ever-larger neural datasets and for understanding how the brain itself does inference. The workshop will explore themes including: Learning of internal models of the environment; Decision-making from inferred probabilities; Probabilistic model inference using neurons; Information bottleneck in neurons; Stochastic dynamics in neural computation; Unsupervised learning; and Fitting probabilistic models to large-scale neural recordings. The work…

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