Non-invasive laminar inference with MEG: Comparison of methods and source inversion algorithms.
James BonaiutoHolly E. RossiterSofie S. MeyerNatalie AdamsSimon LittleMartina F. CallaghanFred DickSven BestmannGareth R. BarnesPublished in: NeuroImage (2018)
Keyphrases
- significant improvement
- methods require
- methods outperform
- experimental comparison
- benchmark datasets
- computational cost
- multiple sources
- machine learning algorithms
- computationally expensive
- algorithms require
- synthetic and real data sets
- computationally intensive
- optimization methods
- machine learning methods
- computationally demanding
- theoretical analysis
- data mining techniques
- worst case
- complexity analysis
- computer vision algorithms
- bayesian networks
- synthetic and real datasets
- learning algorithm
- inference problems
- variational methods
- noisy data
- search methods
- statistical methods
- computationally efficient
- search algorithm