Gasper Tkacik

According to our database, Gasper Tkacik authored at least 21 papers between 2005 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Statistical modeling of adaptive neural networks explains co-existence of avalanches and oscillations in resting human brain.

Fabrizio Lombardi, Selver Pepic, Oren Shriki, Gasper Tkacik, Daniele De Martino

Nat. Comput. Sci., 2023

2022

Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories.

Manuel Reinhardt, Gasper Tkacik, Pieter Rein ten Wolde

CoRR, 2022

2021

Minimal biophysical model of combined antibiotic action.

Bor Kavcic, Gasper Tkacik, Tobias Bollenbach

PLoS Comput. Biol., 2021

2020

Clustering of Neural Activity: A Design Principle for Population Codes.

Michael J. Berry II, Gasper Tkacik

Frontiers Comput. Neurosci., 2020

2019

Molecular noise of innate immunity shapes bacteria-phage ecologies.

Jakob Ruess, Maros Pleska, Calin C. Guet, Gasper Tkacik

PLoS Comput. Biol., 2019

Estimating information in time-varying signals.

Sarah Anhala Cepeda-Humerez, Jakob Ruess, Gasper Tkacik

PLoS Comput. Biol., 2019

A Tight Upper Bound on Mutual Information.

Michal Hledík, Thomas R. Sokolowski, Gasper Tkacik

Proceedings of the 2019 IEEE Information Theory Workshop, 2019

2018

Nonlinear decoding of a complex movie from the mammalian retina.

Vicente Botella-Soler, Stéphane Deny, Georg Martius, Olivier Marre, Gasper Tkacik

PLoS Comput. Biol., 2018

2017

Probabilistic models for neural populations that naturally capture global coupling and criticality.

Jan Humplik, Gasper Tkacik

PLoS Comput. Biol., 2017

2016

Error-Robust Modes of the Retinal Population Code.

Jason S. Prentice, Olivier Marre, Mark L. Ioffe, Adrianna Loback, Gasper Tkacik, Michael J. Berry II

PLoS Comput. Biol., 2016

Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods.

Cristina Savin, Gasper Tkacik

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Relevant sparse codes with variational information bottleneck.

Matthew Chalk, Olivier Marre, Gasper Tkacik

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

High Accuracy Decoding of Dynamical Motion from a Large Retinal Population.

Olivier Marre, Vicente Botella-Soler, Kristina D. Simmons, Thierry Mora, Gasper Tkacik, Michael J. Berry II

PLoS Comput. Biol., 2015

2014

Searching for Collective Behavior in a Large Network of Sensory Neurons.

Gasper Tkacik, Olivier Marre, Dario Amodei, Elad Schneidman, William Bialek, Michael J. Berry II

PLoS Comput. Biol., 2014

2013

Transformation of Stimulus Correlations by the Retina.

Kristina D. Simmons, Jason S. Prentice, Gasper Tkacik, Jan Homann, Heather K. Yee, Stephanie E. Palmer, Philip C. Nelson, Vijay Balasubramanian

PLoS Comput. Biol., 2013

Stimulus-dependent Maximum Entropy Models of Neural Population Codes.

Einat Granot-Atedgi, Gasper Tkacik, Ronen Segev, Elad Schneidman

PLoS Comput. Biol., 2013

Learning Quadratic Receptive Fields from Neural Responses to Natural Stimuli.

Kanaka Rajan, Olivier Marre, Gasper Tkacik

Neural Comput., 2013

2011

Natural images from the birthplace of the human eye

Gasper Tkacik, Patrick Garrigan, Charles P. Ratliff, Grega Milcinski, Jennifer M. Klein, Lucia H. Seyfarth, Peter Sterling, David H. Brainard, Vijay Balasubramanian

CoRR, 2011

2009

Cell Biology: Networks, Regulation and Pathways.

Gasper Tkacik, William Bialek

Proceedings of the Encyclopedia of Complexity and Systems Science, 2009

2008

Decoding spike timing: The differential reverse-correlation method.

Gasper Tkacik, Marcelo O. Magnasco

Biosyst., 2008

2005

Estimating mutual information and multi-information in large networks

Noam Slonim, Gurinder S. Atwal, Gasper Tkacik, William Bialek

CoRR, 2005