Information-based methods for neuroimaging: analyzing structure, function and dynamics

• Автор: Daniele Marinazzo (auth)
• Інші автори: Miguel Angel Munoz (auth), Jesus M. Cortes (auth)
• Формат: Електронний ресурс Частина з книги
• Мова: Англійська
• Опубліковано: Frontiers Media SA 2015
• Серія: Frontiers Research Topics
• Предмети: Neurosciences; brain connectivity; Information Theory; neuroinformatics; transfer entropy; network theory; mutual information; computational neuroscience; functional connectome; Granger causality; structural connectome
• Онлайн доступ: DOAB: download the publication; DOAB: description of the publication

The aim of this Research Topic is to discuss the state of the art on the use of Information-based methods in the analysis of neuroimaging data. Information-based methods, typically built as extensions of the Shannon Entropy, are at the basis of model-free approaches which, being based on probability...