IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks

  1. Wollstadt, Patricia
  2. Lizier, Joseph
  3. Vicente, Raul
  4. Finn, Conor
  5. Martinez-Zarzuela, Mario 1
  6. Mediano, Pedro
  7. Novelli, Leonardo
  8. Wibral, Michael
  1. 1 Universidad de Valladolid
    info

    Universidad de Valladolid

    Valladolid, España

    ROR https://ror.org/01fvbaw18

Revista:
Journal of Open Source Software

ISSN: 2475-9066

Año de publicación: 2019

Volumen: 4

Número: 34

Páginas: 1081

Tipo: Artículo

DOI: 10.21105/JOSS.01081 GOOGLE SCHOLAR lock_openAcceso abierto editor

Otras publicaciones en: Journal of Open Source Software

Referencias bibliográficas

  • 10.1007/978-3-319-43222-9
  • 10.1103/PhysRevE.83.051112
  • 10.1103/PhysRevE.69.066138
  • Lizier, Joseph T. and Rubinov, Mikail, Max Planck Institute: Preprint, Multivariate construction of effective computational networks from observational data, http://www.mis.mpg.de/preprints/2012/preprint2012_25.pdf, Preprint no. 25, 2012
  • Lizier, Joseph T., The local information dynamics of distributed computation in complex systems, The University of Sydney, Sydney, Australia, 2010
  • 10.1371/journal.pone.0109462
  • 10.1103/PhysRevLett.85.461
  • 10.1007/s10827-010-0262-3
  • 10.1371/journal.pone.0055809
  • 10.1002/j.1538-7305.1948.tb00917.x
  • Information theory, inference and learning algorithms, MacKay, David J.C., 2003, Cambridge University Press, Cambridge
  • 10.1002/047174882X
  • 10.1007/978-3-642-54474-3_1
  • 10.1007/s12064-011-0145-9
  • 10.1016/j.ins.2012.04.016
  • Williams, Paul L. and Beer, Randall D., Nonnegative Decomposition of Multivariate Information, 2010, arXiv:1004.2515
  • 10.3390/e16042161
  • 10.3390/e20040271
  • 10.3389/frobt.2014.00011
  • 10.1186/1471-2202-12-119
  • 10.1007/978-3-642-54474-3_7
  • 10.1007/978-3-642-53734-9_5
  • 10.2307/1912791