Erkki Somersalo

1. Brain activity mapping from MEG data via a hierarchical Bayesian algorithm with automatic depth weighting: sensitivity and specificity analysis
   2017/07/15 by Daniela Calvetti, Annalisa Pascarella, Calvetti, Daniela +7 · 2 citations
   Neuroscience · Medicine · #Functional Brain Connectivity Studies #Optical Imaging and Spectroscopy Techniques #EEG and Brain-Computer Interfaces
2. Bayes meets Krylov: preconditioning CGLS for underdetermined systems
   2015/03/23 by Daniela Calvetti, Calvetti, Daniela, Francesca Pitolli +5 · 1 citation
   Decision Sciences · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Mathematics #NMR spectroscopy and applications #Numerical Analysis (math.NA) #Probabilistic and Robust Engineering Design
3. A Spatially Distributed Model of Brain Metabolism Highlights the Role of Diffusion in Brain Energy Metabolism
   2022/10/24 by Gideon Idumah, Erkki Somersalo, Idumah, Gideon +3 · 1 citation
   Materials Science · Medicine · Physics and Astronomy · #Advanced Neuroimaging Techniques and Applications #FOS: Biological sciences #Lanthanide and Transition Metal Complexes #NMR spectroscopy and applications #Tissues and Organs (q-bio.TO)
4. Computationally efficient sampling methods for sparsity promoting hierarchical Bayesian models
   2023/03/29 by Daniela Calvetti, Erkki Somersalo, Calvetti, Daniela +1 · 1 citation
   Computer Science · Decision Sciences · #Gaussian Processes and Bayesian Inference #Probabilistic and Robust Engineering Design #Machine Learning and Algorithms
5. Distributed Tikhonov regularization for ill-posed inverse problems from a Bayesian perspective
   2024/04/09 by Daniela Calvetti, Erkki Somersalo, Calvetti, Daniela +1 · 3 citations
   Mathematics · #15A29 #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Statistical and numerical algorithms