Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies

Introduction.- Materials and Methods.- Results.- Conclusion.

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• Teoria combinatória e dos grafos
• Cibernética e teoria dos sistemas
• Engenharia biomédica
• Matemática para engenheiros
• Teoria da codificação e criptologia
• Teoria da informação

Functional Connectivity Analysis;Correlation-based Connectivity Methods;Cross-correlation Histogram;Graph Theory Analysis of Neuronal Assemblies;In vitro Neuronal Assemblies;Graph Theory Applications in Neuroscience;Functional-effective Connectivity;Inhibitory Connections of Multiple Neuronal Spike Trains;Analysis of Neural Networks Dynamics;Statistical Analysis of Spike Train Data;Computational Models of Neural Connectivity;Computing Functional Connectivity Matrices;Emergent Neural Network Topologies;Transfer Entropy in Neuroscience;Delayed High Order Tranfer Entropy;SPICODYN;ToolConnect