Pinned Repositories
AR_kalman_connectivity
This is a sample of python implementation for time-varying effective connectivity analysis, based on Autoregressive (AR) model with vbKF.
ChangeDetectSim
This is sample of python implementation for detecting the changes in the synchronous oscillatory networks, based on dynamical Bayesian inference.
Demo_FitzHughNagumo
Sample of MATLAB implementation for stability analysis of Fitz-Hugh Nagumo model
Demo_fokker_planck_equation
Sample script to solve a Fokker Planck equation for inferring a probability density of phase difference in 2 coupled Kuramoto oscillator
Demo_LDA
Implemenatation of Linear Discriminant Analysis in MATLAB using Fisher's Iris data
Demo_MorrisLecar
Sample of MATLAB implementation for stability analysis in Morris Lecar Model
EEG_vbcEnKF_mEI_est
model baseed E/I balance estimation method using vbEnKF in Neural mass model with parameter constraint
EKF
Simulation code of Extended Kalman Filter / Constrained Extended Kalman Filter
Ensemble-Kalman-Filter
EnKF in Matlab for a system of two PDEs modeling burglar behavior (model of Short et al.)
sTE
Python module of symbolic transfer entropy (sTE)
myGit-YokoyamaHiroshi's Repositories
myGit-YokoyamaHiroshi/EKF
Simulation code of Extended Kalman Filter / Constrained Extended Kalman Filter
myGit-YokoyamaHiroshi/sTE
Python module of symbolic transfer entropy (sTE)
myGit-YokoyamaHiroshi/ChangeDetectSim
This is sample of python implementation for detecting the changes in the synchronous oscillatory networks, based on dynamical Bayesian inference.
myGit-YokoyamaHiroshi/Demo_FitzHughNagumo
Sample of MATLAB implementation for stability analysis of Fitz-Hugh Nagumo model
myGit-YokoyamaHiroshi/Demo_MorrisLecar
Sample of MATLAB implementation for stability analysis in Morris Lecar Model
myGit-YokoyamaHiroshi/Ensemble-Kalman-Filter
EnKF in Matlab for a system of two PDEs modeling burglar behavior (model of Short et al.)
myGit-YokoyamaHiroshi/AR_kalman_connectivity
This is a sample of python implementation for time-varying effective connectivity analysis, based on Autoregressive (AR) model with vbKF.
myGit-YokoyamaHiroshi/Demo_fokker_planck_equation
Sample script to solve a Fokker Planck equation for inferring a probability density of phase difference in 2 coupled Kuramoto oscillator
myGit-YokoyamaHiroshi/Demo_LDA
Implemenatation of Linear Discriminant Analysis in MATLAB using Fisher's Iris data
myGit-YokoyamaHiroshi/EEG_vbcEnKF_mEI_est
model baseed E/I balance estimation method using vbEnKF in Neural mass model with parameter constraint
myGit-YokoyamaHiroshi/Demo_Poisson_Gamma_change_point_detection
Python implementation of Possion Gamma change point detection
myGit-YokoyamaHiroshi/Yokoyama_et_al_front_hum_neurosci_2018
Demo code of supplementary materials