Combining network topology and information theory to construct representative brain networks

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A New Network Robustness Topology Measure based on Information Theory

Tiago A. Schieber, Laura Carpi, Alejandro C. Frery, Osvaldo A Rosso, ∗ Panos M. Pardalos, and Mart́ın G. Ravetti † Departmento de Engenharia de Produção, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil 2 Departament de F́ısica i Enginyeria Nuclear, Universitat Politècnica de Catalunya. Colom 11, Terrassa 08222, Barcelona, Spain 3 Laboratório de Computação Cient́ıfica e Análise Num...

متن کامل

Topology in information theory in topology

We prove that timed capacity in information theory is a Euclidean continuous function of noise. This is a result based on topological methods that benefits work in information theory. Thenwe show that binary timing capacity is ameasure of distancewhich yields the Euclidean topology on the unit interval, despite the fact that it does not satisfy the triangle inequality. This is a result based on...

متن کامل

Combining Linear Dichomotizers to Construct Nonlinear Polychotomizers Combining Linear Dichomotizers to Construct Nonlinear Polychotomizers

A polychotomizer which assigns the input to one of K; K 3, is constructed using a set of dichotomizers which assign the input to one of two classes. We propose techniques to construct a set of linear dichotomizers whose combined decision forms a nonlinear polychotomizer, to extract structure from data. One way is using error-correcting output codes (ECOC). We propose to incorporate soft weight ...

متن کامل

Combining Partial Directed Coherence and Graph Theory to Analyse Effective Brain Networks of Different Mental Tasks

PURPOSE The aim of this study is to qualify the network properties of the brain networks between two different mental tasks (play task or rest task) in a healthy population. METHODS AND MATERIALS EEG signals were recorded from 19 healthy subjects when performing different mental tasks. Partial directed coherence (PDC) analysis, based on Granger causality (GC), was used to assess the effective...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Network Neuroscience

سال: 2021

ISSN: 2472-1751

DOI: 10.1162/netn_a_00170