Gasper Tkacik

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 13

Top Topics

Mutual Information

Statistical Modeling

Collective Behavior

Top Venues

PLoS Comput. Biol.

Frontiers Comput. Neurosci.

Publications

Fabrizio Lombardi, Selver Pepic, Oren Shriki, Gasper Tkacik, Daniele De Martino
Statistical modeling of adaptive neural networks explains co-existence of avalanches and oscillations in resting human brain. Nat. Comput. Sci. 3 (3) (2023)
Manuel Reinhardt, Gasper Tkacik, Pieter Rein ten Wolde
Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories. CoRR (2022)
Bor Kavcic, Gasper Tkacik, Tobias Bollenbach
Minimal biophysical model of combined antibiotic action. PLoS Comput. Biol. 17 (1) (2021)
Michael J. Berry II, Gasper Tkacik
Clustering of Neural Activity: A Design Principle for Population Codes. Frontiers Comput. Neurosci. 14 (2020)
Michal Hledík, Thomas R. Sokolowski, Gasper Tkacik
A Tight Upper Bound on Mutual Information. ITW (2019)
Sarah Anhala Cepeda-Humerez, Jakob Ruess, Gasper Tkacik
Estimating information in time-varying signals. PLoS Comput. Biol. 15 (9) (2019)
Jakob Ruess, Maros Pleska, Calin C. Guet, Gasper Tkacik
Molecular noise of innate immunity shapes bacteria-phage ecologies. PLoS Comput. Biol. 15 (7) (2019)
Vicente Botella-Soler, Stéphane Deny, Georg Martius, Olivier Marre, Gasper Tkacik
Nonlinear decoding of a complex movie from the mammalian retina. PLoS Comput. Biol. 14 (5) (2018)
Michal Hledík, Thomas R. Sokolowski, Gasper Tkacik
A Tight Upper Bound on Mutual Information. CoRR (2018)
Jan Humplik, Gasper Tkacik
Probabilistic models for neural populations that naturally capture global coupling and criticality. PLoS Comput. Biol. 13 (9) (2017)
Cristina Savin, Gasper Tkacik
Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods. NIPS (2016)
Matthew Chalk, Olivier Marre, Gasper Tkacik
Relevant sparse codes with variational information bottleneck. NIPS (2016)
Jason S. Prentice, Olivier Marre, Mark L. Ioffe, Adrianna Loback, Gasper Tkacik, Michael J. Berry II
Error-Robust Modes of the Retinal Population Code. PLoS Comput. Biol. 12 (11) (2016)
Olivier Marre, Vicente Botella-Soler, Kristina D. Simmons, Thierry Mora, Gasper Tkacik, Michael J. Berry II
High Accuracy Decoding of Dynamical Motion from a Large Retinal Population. PLoS Comput. Biol. 11 (7) (2015)
Gasper Tkacik, Olivier Marre, Dario Amodei, Elad Schneidman, William Bialek, Michael J. Berry II
Searching for Collective Behavior in a Large Network of Sensory Neurons. PLoS Comput. Biol. 10 (1) (2014)
Einat Granot-Atedgi, Gasper Tkacik, Ronen Segev, Elad Schneidman
Stimulus-dependent Maximum Entropy Models of Neural Population Codes. PLoS Comput. Biol. 9 (3) (2013)
Kristina D. Simmons, Jason S. Prentice, Gasper Tkacik, Jan Homann, Heather K. Yee, Stephanie E. Palmer, Philip C. Nelson, Vijay Balasubramanian
Transformation of Stimulus Correlations by the Retina. PLoS Comput. Biol. 9 (12) (2013)
Kanaka Rajan, Olivier Marre, Gasper Tkacik
Learning Quadratic Receptive Fields from Neural Responses to Natural Stimuli. Neural Comput. 25 (7) (2013)
Gasper Tkacik, Patrick Garrigan, Charles P. Ratliff, Grega Milcinski, Jennifer M. Klein, Lucia H. Seyfarth, Peter Sterling, David H. Brainard, Vijay Balasubramanian
Natural images from the birthplace of the human eye CoRR (2011)
Gasper Tkacik, Marcelo O. Magnasco
Decoding spike timing: The differential reverse-correlation method. Biosyst. 93 (1-2) (2008)
Noam Slonim, Gurinder S. Atwal, Gasper Tkacik, William Bialek
Estimating mutual information and multi-information in large networks CoRR (2005)