Statistical Inference of Functional Connectivity in Neuronal Networks using Frequent Episodes.
Casey DiekmanKohinoor DasguptaVijay N. NairP. S. SastryK. P. UnnikrishnanPublished in: CoRR (2009)
Keyphrases
- statistical inference
- functional connectivity
- frequent episodes
- neuronal networks
- event streams
- event sequences
- model selection
- bayesian inference
- graphical models
- working memory
- statistical learning
- machine learning
- event types
- multi channel
- statistical methods
- brain regions
- computational model
- information processing
- event driven
- functional magnetic resonance imaging
- diffusion tensor imaging
- real time
- database systems
- data sets
- cognitive load
- statistical analysis
- knowledge discovery
- high dimensional
- data mining
- databases