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Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception

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Published in 2017 at "Scientific Reports"

DOI: 10.1038/s41598-017-06519-y

Abstract: The robust estimation of dynamical hidden features, such as the position of prey, based on sensory inputs is one of the hallmarks of perception. This dynamical estimation can be rigorously formulated by nonlinear Bayesian filtering… read more here.

Keywords: neuronal dynamics; filtering learning; learning neuronal; nonlinear bayesian ... See more keywords