MCMC inference of the shape and variability of time-response signals

Signals in response to time-localized events of a common phenomenon tend to exhibit a common shape, but with variable time scale, amplitude, and delay across trials in many domains. We develop a new formulation to learn the common shape and variables from noisy signal samples with a Bayesian signal...

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Bibliographische Detailangaben

Hauptverfasser:	Katz-Rogozhnikov, Dmitriy A., Varshney, Kush R., Mojsilovic, Aleksandra, Singh, Moninder
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Bayesian methods Companies Delay Markov chain Monte Carlo Markov processes multiple alignment Outsourcing Shape Spline time-response signal
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