Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception
Sign Up to like & getrecommendations! 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
Stochastic Modeling Based Nonlinear Bayesian Filtering for Photoplethysmography Denoising in Wearable Devices
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2020.2988097
Abstract: Photoplethysmography (PPG) has shown its great potential for noninvasive health monitoring, but its application in wearable devices is largely impeded due to its extreme vulnerability to motion artifacts. In this article, we proposed a new… read more here.
Keywords: based nonlinear; stochastic modeling; nonlinear bayesian; modeling based ... See more keywords