Solvers#
This is the comprehensive list of all available solvers. Each solver has its own class
Minimum Norm-Type#
Minimum Norm Estimates (MNE)
Weighted Minimum Norm Estimates (wMNE)
Dynamic Statistical Parametric Mapping (dSPM)
Minimum Current Estimates (FISTA)
L1-L2 Optimization (L1L2)
Chat GPT’s FISTA (GPT)
LORETA#
Low-Resolution Tomography (LORETA)
Standardized Low-Resolution Tomography (sLORETA)
Exact Low-Resolution Tomography (eLORETA)
S-MAP (S-MAP)
Weighted Resolution Optimization#
Backus-Gilbert (BG)
Local Autoregressive Average (LAURA)
Bayesian Inverse Solutions#
Gamma - Maximum A Posteriori (Gamma-MAP)
Gamma - Maximum A Posteriori using Multiple Sparse Priors (Source-MAP-MSP)
Source - Maximum A Posteriori (Source-MAP)
Source - Maximum A Posteriori using Multiple Sparse Priors (Source-MAP-MSP)
Bayesian Compressed Sensing (BCS)
Champagne (Champagne)
Low SNR Champagne (Low SNR Champagne)
Expectation Maximization Champagne (EM Champagne)
Majorization Maximization Champagne (MM Champagne)
MacKay Champagne (MacKay-Champagne)
Convexity Champagne (Convexity-Champagne)
Homoscedasticity Champagne (HS-Champagne)
Full-Structure Noise Learning (FUN)
Matching Pursuit#
Orthogonal Matching Pursuit (OMP)
Simultaneous Orthogonal Matching Pursuit (SOMP)
Compressed Sampling Matching Pursuit (CoSaMP)
Reduce Multi-Measurement-Vector and Boost (ReMBo)
Subspace Pursuit (SP)
Simultaneous Subspace Pursuit (SSP)
Smooth Matching Pursuit#
Smooth Orthogonal Matching Pursuit (SMP)
Smooth Simultaneous Orthogonal Matching Pursuit (SSMP)
Smooth Subspace Simultaneous Orthogonal Matching Pursuit (SubSMP)
MUSIC#
Multiple Signal Classification (MUSIC)
Recursively Applied MUSIC (RAP-MUSIC)
Truncated RAP-Music (TRAP-MUSIC)
Truncated RAP-Music for flexible extent estimation (FLEX-MUSIC)
Artificial Neural Networks#
Convolutional Neural Network for Spatio-Temporal Inverse Solution (CNN)
Long-Short Term Memory Network for Spatio-Temporal Inverse Solution (LSTM)
Fully-Connected Neural Network for Inverse Solution at single time instances (FC)
Covariance-based Convolutional Neural Network for Spatio-Temporal Inverse Solution (CovCNN)
Beamformers#
Minimum Variance Adaptive Beamformer (MVAB)
Linearly Constrained Minimum Variance Beamformer (LCMV)
Standardized Minimum Variance Beamformer (SMV)
Weight-normalized Minimum Variance Beamformer (WNMV)
Higher-Order Covariance Minimum Variance Beamformer (HOCMV)
Eigenspace-Based Minimum Variance Beamformer (ESMV)
Multiple Constrained Minimum Variance Beamformer (MCMV)
Higher-Order Covariance Multiple Constrained Minimum Variance Beamformer (HOCMCMV)
Reciprocal Phase Shift Invariant Imaging of Coherent Sources (ReciPSIICOS) Beamformer
Synthetic Aperture Magnetometry (SAM)