2012
Observability of Neuronal Network Motifs
Whalen A, Brennan S, Sauer T, Schiff S. Observability of Neuronal Network Motifs. 2012, 2012: 1-5. PMID: 25909092, PMCID: PMC4405257, DOI: 10.1109/ciss.2012.6310923.Peer-Reviewed Original ResearchNetwork observabilitySystem phase spaceFull network informationNetwork dynamicsNodal dynamicsNeuronal network motifsNodal equationsPhase spaceObservability metricsLimited measurement dataNeuron motifsConnection topologyObservabilitySmall neuronal networksNetwork motifsSuch networksMeasurement dataSymmetryDynamicsTopologyOrders of magnitudeEquationsNonlinearityFuture experimental workNetwork information
2010
Assimilating Seizure Dynamics
Ullah G, Schiff S. Assimilating Seizure Dynamics. PLOS Computational Biology 2010, 6: e1000776. PMID: 20463875, PMCID: PMC2865517, DOI: 10.1371/journal.pcbi.1000776.Peer-Reviewed Original ResearchConceptsModern control theoryDynamics of networksDynamical systemsControl theoryUnmeasured partDynamical interactionsData assimilationSmall neuronal networksPhysical variablesDynamicsBrain dynamicsComputational modelSeizure dynamicsActual measurementsNeuronal networksMicroenvironment dynamicsObservabilityNetworkVariablesModelTheorySystemMeasurements