Bayesian Filter Design for Computational Medicine
portes grátis
Bayesian Filter Design for Computational Medicine
A State-Space Estimation Framework
Faghih, Rose T.; Wickramasuriya, Dilranjan S.
Springer International Publishing AG
03/2024
228
Dura
Inglês
9783031471032
15 a 20 dias
Descrição não disponível.
Introduction.- Some Useful Statistical Results.- State-space Model with One Binary Observation.- State-space Model with One Binary and One Continuous Observation.- State-space Model with One Binary and Two Continuous Observations.- State-space Model with One Binary, Two Continuous and a Spiking-type Observation.- State-space Model with One Marked Point Process (MPP) Observation.- Additional Models and Derivations.- MATLAB Code Examples.- List of Supplementary MATLAB Functions.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
State-space estimation;Bayesian filtering;Bayesian decoder design;Physiological decoders;Mixed filters;Biomedical signal processing;Electrodermal activity analysis;skin response signal processing;Galvanic skin response signal;Galvanic skin response processing;Bayesian Filter Design neuroengineering;Bayesian Filter Design;computational medicine bayesian;Open Access
Introduction.- Some Useful Statistical Results.- State-space Model with One Binary Observation.- State-space Model with One Binary and One Continuous Observation.- State-space Model with One Binary and Two Continuous Observations.- State-space Model with One Binary, Two Continuous and a Spiking-type Observation.- State-space Model with One Marked Point Process (MPP) Observation.- Additional Models and Derivations.- MATLAB Code Examples.- List of Supplementary MATLAB Functions.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
State-space estimation;Bayesian filtering;Bayesian decoder design;Physiological decoders;Mixed filters;Biomedical signal processing;Electrodermal activity analysis;skin response signal processing;Galvanic skin response signal;Galvanic skin response processing;Bayesian Filter Design neuroengineering;Bayesian Filter Design;computational medicine bayesian;Open Access
