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Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies

Vito Paolo Pastore
Springer International Publishing
160.49 € · Hardcover

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

This book describes a set of novel statistical algorithms designed to infer functional connectivity of large-scale neural assemblies. The algorithms are developed with the aim of maximizing computational accuracy and efficiency, while faithfully reconstructing both the inhibitory and excitatory func...

Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies

Vito Paolo Pastore
Springer International Publishing
149.79 € · eBook

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

This book describes a set of novel statistical algorithms designed to infer functional connectivity of large-scale neural assemblies. The algorithms are developed with the aim of maximizing computational accuracy and efficiency, while faithfully reconstructing both the inhibitory and excitatory func...

Estimating Functional Connectivity and Topology in Large-Scale Neuronal Assemblies

Vito Paolo Pastore
Springer International Publishing
160.49 € · Paperback

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

This book describes a set of novel statistical algorithms designed to infer functional connectivity of large-scale neural assemblies. The algorithms are developed with the aim of maximizing computational accuracy and efficiency, while faithfully reconstructing both the inhibitory and excitatory func...

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