Sparse_logistic_regression/6ab86d197383master
Sparse_logistic_regression/
6ab86d197383master
/
/
readme.rtf
readme.rtf
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\f0\fs24 \cf0 The present folder contains all the required MATLAB scripts and functions to run the sparse logistic regression (SLR) framework introduced in Bolton et al.\'92s \'93\cf2 \expnd0\expndtw0\kerning0
Sparse coupled logistic regression to estimate co-activation and modulatory influences of brain regions\'94 (presently submitted to Journal of Neuroengineering).\
\
The \'93*_Figurei.m\'94 scripts contain the codes to reproduce Figures 2 to 5 from the paper.\
\
The \'93_Simulations_Figurei.m\'94 scripts contain the codes to run the simulations presented in Figures 2 to 4 from the paper.\
\
The \'93_Computations_Figurei.m\'94 scripts contain the codes to perform the computations on the generated simulations for Figures 2 to 4 of the paper.\
\
The \'93LogisticRegressionFramework\'94 folder contains all the MATLAB functions required to summon the SLR framework and associated utilities. Within this folder, the \'93Framework\'94 sub-folder contains the SLR routines themselves. The \'93Miscellaneous\'94 and \'93OlderImplementations\'94 folders are not required to run the latest version of the pipeline.\
The \'93Plotting\'94 sub-folder contains utilities to graphically investigate some of the model\'92s outputs.\
The \'93PostProcessing\'94 sub-folder contains the codes that perform further computations from the coefficients themselves (e.g., converting them into probabilistic couplings between pairs of regions).\
The \'93Simulations\'94 sub-folder contains the codes needed to run the simulations presented in the article. The \'93Miscellaneous\'94 folder can be discarded, as it contains unused alternative attempts at simulating.\
\
The \'93OtherApproaches\'94 folder contains the MATLAB functions used to perform computations with other approaches, compared to the SLR framework in the paper\'92s Figure 4.}
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\f0\fs24 \cf0 The present folder contains all the required MATLAB scripts and functions to run the sparse logistic regression (SLR) framework introduced in Bolton et al.\'92s \'93\cf2 \expnd0\expndtw0\kerning0
Sparse coupled logistic regression to estimate co-activation and modulatory influences of brain regions\'94 (presently submitted to Journal of Neuroengineering).\
\
The \'93*_Figurei.m\'94 scripts contain the codes to reproduce Figures 2 to 5 from the paper.\
\
The \'93_Simulations_Figurei.m\'94 scripts contain the codes to run the simulations presented in Figures 2 to 4 from the paper.\
\
The \'93_Computations_Figurei.m\'94 scripts contain the codes to perform the computations on the generated simulations for Figures 2 to 4 of the paper.\
\
The \'93LogisticRegressionFramework\'94 folder contains all the MATLAB functions required to summon the SLR framework and associated utilities. Within this folder, the \'93Framework\'94 sub-folder contains the SLR routines themselves. The \'93Miscellaneous\'94 and \'93OlderImplementations\'94 folders are not required to run the latest version of the pipeline.\
The \'93Plotting\'94 sub-folder contains utilities to graphically investigate some of the model\'92s outputs.\
The \'93PostProcessing\'94 sub-folder contains the codes that perform further computations from the coefficients themselves (e.g., converting them into probabilistic couplings between pairs of regions).\
The \'93Simulations\'94 sub-folder contains the codes needed to run the simulations presented in the article. The \'93Miscellaneous\'94 folder can be discarded, as it contains unused alternative attempts at simulating.\
\
The \'93OtherApproaches\'94 folder contains the MATLAB functions used to perform computations with other approaches, compared to the SLR framework in the paper\'92s Figure 4.}
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