Idealisation of Patch Clamp Recordings
Idealisation of Patch Clamp Recordings
Precomputes quantities for hilde and improveSmallScales
Local deconvolution
Critical values
HILDE
Improves small scales
JSMURF
JULES
Lowpass filtering
Detection of steps / jumps by a multiresolution criterion
Implements the model-free multiscale idealisation approaches: Jump-Segmentation by MUltiResolution Filter (JSMURF), Hotz et al. (2013) <doi:10.1109/TNB.2013.2284063>, JUmp Local dEconvolution Segmentation filter (JULES), Pein et al. (2018) <doi:10.1109/TNB.2018.2845126>, and Heterogeneous Idealization by Local testing and DEconvolution (HILDE), Pein et al. (2021) <doi:10.1109/TNB.2020.3031202>. Further details on how to use them are given in the accompanying vignette.