Dynamics reconstructions in Amari-type neural field models: Information and hybrid derivative-free extended Kalman filters

2026/07/01 by Maria V. Kulikova, Gennady Yu. Kulikov
Neuroscience · Physics and Astronomy · #Neural dynamics and brain function #stochastic dynamics and bifurcation #Functional Brain Connectivity Studies

paper · doi:10.1016/j.jfranklin.2026.108938

Citations

• Cubature Kalman Filters
• Gaussian filters for nonlinear filtering problems
• A new method for the nonlinear transformation of means and covariances in filters and estimators
• A New Continuous Discrete Unscented Kalman Filter
• Distributed Kalman Filter With Ultimately Accurate Fused Measurement Covariance