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IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks
- Patricia Wollstadt, J. Lizier, M. Wibral
- Computer ScienceJ. Open Source Softw.
- 27 July 2018
The Information Dynamics Toolkit xl (IDTxl) is a comprehensive software package for efficient inference of networks and their node dynamics from multivariate time series data using information…
Efficient Transfer Entropy Analysis of Non-Stationary Neural Time Series
- Patricia Wollstadt, M. Martínez-Zarzuela, Raul Vicente, F. Pernas, M. Wibral
- Computer SciencePloS one
- 16 January 2014
TLDR
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing
- Leonardo Novelli, Patricia Wollstadt, P. Mediano, M. Wibral, J. Lizier
- Computer ScienceNetwork Neuroscience
- 1 January 2019
TLDR
Reduced predictable information in brain signals in autism spectrum disorder
- Carlos Gómez, J. Lizier, M. Wibral
- PsychologyFront. Neuroinform.
- 14 February 2014
TLDR
Breakdown of local information processing may underlie isoflurane anesthesia effects
- Patricia Wollstadt, K. Sellers, M. Wibral
- BiologyPLoS Comput. Biol.
- 1 June 2017
TLDR
Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition
- M. Wibral, Conor Finn, Patricia Wollstadt, J. Lizier, V. Priesemann
- Computer Science, BiologyEntropy
- 14 September 2017
TLDR
Information-Theoretic Evidence for Predictive Coding in the Face-Processing System
- Alla Brodski-Guerniero, G. Paasch, Patricia Wollstadt, Ipek Özdemir, J. Lizier, M. Wibral
- Psychology, BiologyThe Journal of Neuroscience
- 6 March 2017
TLDR
Anesthesia-related changes in information transfer may be caused by reduction in local information generation
- Patricia Wollstadt, K. Sellers, A. Hutt, F. Fröhlich, M. Wibral
- Psychology37th Annual International Conference of the IEEE…
- 1 August 2015
TLDR
Measuring spectrally-resolved information transfer
- Edoardo Pinzuti, Patricia Wollstadt, A. Gutknecht, O. Tüscher, M. Wibral
- Computer SciencePLoS Comput. Biol.
- 1 December 2020
TLDR
Learning Time-Series Data of Industrial Design Optimization using Recurrent Neural Networks
- S. Saha, Thiago Rios, Patricia Wollstadt
- Computer ScienceInternational Conference on Data Mining Workshops…
- 1 November 2019
TLDR
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