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On the Use of Dynamic Bayesian Networks in Reconstructing Functional Neuronal Networks from Spike Train Ensembles.
Seif Eldawlatly
Yang Zhou
Rong Jin
Karim G. Oweiss
Published in:
Neural Comput. (2010)
Keyphrases
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dynamic bayesian networks
spike trains
neuronal networks
functional connectivity
single neuron
bayesian networks
approximate inference
particle filtering
decision trees
state variables
structure learning
control algorithm
probabilistic inference
markov random field
neural network
gaussian process
particle filter