Daniel Chicharro

15 papers A* 1Journal 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Causal Structure Learning with Conditional and Unique Information Groups-Decomposition Inequalities.
Entropy
Daniel Chicharro, Julia K. Nguyen
2023 A* conf
An information-theoretic quantification of the content of communication between brain regions.
NeurIPS
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
2020 J jnl
Causal learning with sufficient statistics: an information bottleneck approach.
CoRR
Daniel Chicharro, Michel Besserve, Stefano Panzeri
2020 J jnl
Structure and flexibility in cortical representations of odour space.
Nat.
Stan L. Pashkovski, Giuliano Iurilli, David Brann, Daniel Chicharro, Kristen Drummey, Kevin Franks, Stefano Panzeri, Sandeep R. Datta
2019 J jnl
Conditionally-additive-noise Models for Structure Learning.
CoRR
Daniel Chicharro, Stefano Panzeri, Ilya Shpitser
2019 J jnl
MAXENT3D_PID: An Estimator for the Maximum-Entropy Trivariate Partial Information Decomposition.
Entropy
Abdullah Makkeh, Daniel Chicharro, Dirk Oliver Theis, Raul Vicente
2018 J jnl
The Identity of Information: How Deterministic Dependencies Constrain Information Synergy and Redundancy.
Entropy
Daniel Chicharro, Giuseppe Pica, Stefano Panzeri
2017 J jnl
Invariant Components of Synergy, Redundancy, and Unique Information among Three Variables.
Entropy
Giuseppe Pica, Eugenio Piasini, Daniel Chicharro, Stefano Panzeri
2017 J jnl
Invariant components of synergy, redundancy, and unique information among three variables.
CoRR
Giuseppe Pica, Eugenio Piasini, Daniel Chicharro, Stefano Panzeri
2017 J jnl
Synergy and Redundancy in Dual Decompositions of Mutual Information Gain and Information Loss.
Entropy
Daniel Chicharro, Stefano Panzeri
2014 J jnl
A Causal Perspective on the Analysis of Signal and Noise Correlations and Their Role in Population Coding.
Neural Comput.
Daniel Chicharro
2014 J jnl
Algorithms of causal inference for the analysis of effective connectivity among brain regions.
Frontiers Neuroinformatics
Daniel Chicharro, Stefano Panzeri
2012 J jnl
Monitoring spike train synchrony
CoRR
Thomas Kreuz, Daniel Chicharro, Conor J. Houghton, Ralph G. Andrzejak, Florian Mormann
2011 — —
Characterization of information and causality measures for the study of neuronal data.
Daniel Chicharro
2011 J jnl
On the spectral formulation of Granger causality.
Biol. Cybern.
Daniel Chicharro