Estimating Functional Connectivity and Topology in Large Scale Neuronal Assemblies is popular PDF and ePub book, written by Vito Paolo Pastore in 2020-11-06, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Estimating Functional Connectivity and Topology in Large Scale Neuronal Assemblies can be Read Online from any device for your convenience.
Estimating Functional Connectivity and Topology in Large Scale Neuronal Assemblies Book PDF Summary
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 functional links. The book reports on statistical methods to compute the most significant functional connectivity graph, and shows how to use graph theory to extract the topological features of the computed network. A particular feature is that the methods used and extended at the purpose of this work are reported in a fairly completed, yet concise manner, together with the necessary mathematical fundamentals and explanations to understand their application. Furthermore, all these methods have been embedded in the user-friendly open source software named SpiCoDyn, which is also introduced here. All in all, this book provides researchers and graduate students in bioengineering, neurophysiology and computer science, with a set of simplified and reduced models for studying functional connectivity in in silico biological neuronal networks, thus overcoming the complexity of brain circuits.
Detail Book of Estimating Functional Connectivity and Topology in Large Scale Neuronal Assemblies PDF
- Author : Vito Paolo Pastore
- Release : 06 November 2020
- Publisher : Springer Nature
- ISBN : 9783030590420
- Genre : Technology & Engineering
- Total Page : 87 pages
- Language : English
- PDF File Size : 16,5 Mb
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