Daniel Chicharro

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 10

Top Topics

Information Loss

Minimum Cross Entropy

Top Venues

Frontiers Neuroinformatics

Publications

Daniel Chicharro, Julia K. Nguyen
Causal Structure Learning with Conditional and Unique Information Groups-Decomposition Inequalities. Entropy 26 (6) (2024)
Marco Celotto, Jan Bím, Alejandro Tlaie, Vito De Feo, Alessandro Toso, Stefan Lemke, Daniel Chicharro, Hamed Nili, Malte Bieler, Ileana L. Hanganu-Opatz, Tobias Donner, Andrea Brovelli, Stefano Panzeri
An information-theoretic quantification of the content of communication between brain regions. NeurIPS (2023)
Stan L. Pashkovski, Giuliano Iurilli, David Brann, Daniel Chicharro, Kristen Drummey, Kevin Franks, Stefano Panzeri, Sandeep R. Datta
Structure and flexibility in cortical representations of odour space. Nat. 583 (7815) (2020)
Daniel Chicharro, Michel Besserve, Stefano Panzeri
Causal learning with sufficient statistics: an information bottleneck approach. CoRR (2020)
Daniel Chicharro, Stefano Panzeri, Ilya Shpitser
Conditionally-additive-noise Models for Structure Learning. CoRR (2019)
Abdullah Makkeh, Daniel Chicharro, Dirk Oliver Theis, Raul Vicente
MAXENT3D_PID: An Estimator for the Maximum-Entropy Trivariate Partial Information Decomposition. Entropy 21 (9) (2019)
Daniel Chicharro, Giuseppe Pica, Stefano Panzeri
The Identity of Information: How Deterministic Dependencies Constrain Information Synergy and Redundancy. Entropy 20 (3) (2018)
Giuseppe Pica, Eugenio Piasini, Daniel Chicharro, Stefano Panzeri
Invariant components of synergy, redundancy, and unique information among three variables. CoRR (2017)
Giuseppe Pica, Eugenio Piasini, Daniel Chicharro, Stefano Panzeri
Invariant Components of Synergy, Redundancy, and Unique Information among Three Variables. Entropy 19 (9) (2017)
Daniel Chicharro, Stefano Panzeri
Synergy and Redundancy in Dual Decompositions of Mutual Information Gain and Information Loss. Entropy 19 (2) (2017)
Daniel Chicharro, Stefano Panzeri
Algorithms of causal inference for the analysis of effective connectivity among brain regions. Frontiers Neuroinformatics 8 (2014)
Daniel Chicharro
A Causal Perspective on the Analysis of Signal and Noise Correlations and Their Role in Population Coding. Neural Comput. 26 (6) (2014)
Thomas Kreuz, Daniel Chicharro, Conor J. Houghton, Ralph G. Andrzejak, Florian Mormann
Monitoring spike train synchrony CoRR (2012)
Daniel Chicharro
On the spectral formulation of Granger causality. Biol. Cybern. 105 (5-6) (2011)