Table 2.
BN model | Aim | Application | |
---|---|---|---|
DeFelipe et al., 2013 | BN and naive Bayes | Assoc. and supervised class | Classification and naming of GABAergic interneurons |
Lopez-Cruz et al., 2014 | BN and BN multinet | Assoc. and inference and cluster | Consensus model for interneuron classification |
Mihaljevic et al., in press | Naive Bayes and TAN | Supervised class | Classification of cortical GABAergic interneurons |
Mihaljevic et al., Under review | MBC | Multi-dimensional class | Simultaneous classification of six axonal class variables |
Guerra et al., 2011 | Naive Bayes | Supervised class | Pyramidal neuron vs. interneuron |
Lopez-Cruz et al., 2011 | BN | Inference, associations | Model and simulation of dendritic trees |