R version and generation time | Loading the package | Installing the required external software | The purpose and functionality of the package | Quick start | Step 1 | Step 2 | Step 3 | Step 3.bis | Electroencephalogram (EEG) analysis | Step 2 (sometimes required) | Step 3 (usually required) | Step 4 (usually required) | Step 5 | Step 6 | Step 7 (optional) | Electrocardiography (ECG) analysis | Step 4 (optional) | One specific example | The Matching Pursuit algorithm in a nutshell | The Orthogonal Matching Pursuit (OMP) in a nutshell | OMP workflow in the package | Step 4 | Combine steps 1–4 into a single pipeline | Pure R implementation of the MP algorithm | Relationship between OMP and EMPI | XML-base atom dictionary specification | Number of window positions | Number of frequency bins | The total number of atoms | Multiple-block dictionaries | Bibliogaphy