Gasper Tkacik - RankMe

24 papers B 1Journal 20Unranked 2

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ML-PWS: Estimating the Mutual Information Between Experimental Time Series Using Neural Networks. CoRR Manuel Reinhardt, Gasper Tkacik, Pieter Rein ten Wolde
2025	J	`jnl`	Meta-Learning Theory-Informed Inductive Biases using Deep Kernel Gaussian Processes. CoRR Bahti Zakirov, Gasper Tkacik
2023	J	`jnl`	Statistical modeling of adaptive neural networks explains co-existence of avalanches and oscillations in resting human brain. Nat. Comput. Sci. Fabrizio Lombardi, Selver Pepic, Oren Shriki, Gasper Tkacik, Daniele De Martino
2022	J	`jnl`	Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories. CoRR Manuel Reinhardt, Gasper Tkacik, Pieter Rein ten Wolde
2021	J	`jnl`	Minimal biophysical model of combined antibiotic action. PLoS Comput. Biol. Bor Kavcic, Gasper Tkacik, Tobias Bollenbach
2020	J	`jnl`	Clustering of Neural Activity: A Design Principle for Population Codes. Frontiers Comput. Neurosci. Michael J. Berry II, Gasper Tkacik
2019	B	`conf`	A Tight Upper Bound on Mutual Information. ITW Michal Hledík, Thomas R. Sokolowski, Gasper Tkacik
2019	J	`jnl`	Estimating information in time-varying signals. PLoS Comput. Biol. Sarah Anhala Cepeda-Humerez, Jakob Ruess, Gasper Tkacik
2019	J	`jnl`	Molecular noise of innate immunity shapes bacteria-phage ecologies. PLoS Comput. Biol. Jakob Ruess, Maros Pleska, Calin C. Guet, Gasper Tkacik
2018	J	`jnl`	A Tight Upper Bound on Mutual Information. CoRR Michal Hledík, Thomas R. Sokolowski, Gasper Tkacik
2018	J	`jnl`	Nonlinear decoding of a complex movie from the mammalian retina. PLoS Comput. Biol. Vicente Botella-Soler, Stéphane Deny, Georg Martius, Olivier Marre, Gasper Tkacik
2017	J	`jnl`	Probabilistic models for neural populations that naturally capture global coupling and criticality. PLoS Comput. Biol. Jan Humplik, Gasper Tkacik
2016	J	`jnl`	Error-Robust Modes of the Retinal Population Code. PLoS Comput. Biol. Jason S. Prentice, Olivier Marre, Mark L. Ioffe, Adrianna Loback, Gasper Tkacik, Michael J. Berry II
2016	—	`conf`	Estimating Nonlinear Neural Response Functions using GP Priors and Kronecker Methods. NIPS Cristina Savin, Gasper Tkacik
2016	—	`conf`	Relevant sparse codes with variational information bottleneck. NIPS Matthew Chalk, Olivier Marre, Gasper Tkacik
2015	J	`jnl`	High Accuracy Decoding of Dynamical Motion from a Large Retinal Population. PLoS Comput. Biol. Olivier Marre, Vicente Botella-Soler, Kristina D. Simmons, Thierry Mora, Gasper Tkacik, Michael J. Berry II
2014	J	`jnl`	Searching for Collective Behavior in a Large Network of Sensory Neurons. PLoS Comput. Biol. Gasper Tkacik, Olivier Marre, Dario Amodei, Elad Schneidman, William Bialek, Michael J. Berry II
2013	J	`jnl`	Learning Quadratic Receptive Fields from Neural Responses to Natural Stimuli. Neural Comput. Kanaka Rajan, Olivier Marre, Gasper Tkacik
2013	J	`jnl`	Stimulus-dependent Maximum Entropy Models of Neural Population Codes. PLoS Comput. Biol. Einat Granot-Atedgi, Gasper Tkacik, Ronen Segev, Elad Schneidman
2013	J	`jnl`	Transformation of Stimulus Correlations by the Retina. PLoS Comput. Biol. Kristina D. Simmons, Jason S. Prentice, Gasper Tkacik, Jan Homann, Heather K. Yee, Stephanie E. Palmer, Philip C. Nelson, Vijay Balasubramanian
2011	J	`jnl`	Natural images from the birthplace of the human eye CoRR Gasper Tkacik, Patrick Garrigan, Charles P. Ratliff, Grega Milcinski, Jennifer M. Klein, Lucia H. Seyfarth, Peter Sterling, David H. Brainard, Vijay Balasubramanian
2009	—	`ch.`	Cell Biology: Networks, Regulation and Pathways. Encyclopedia of Complexity and Systems Science Gasper Tkacik, William Bialek
2008	J	`jnl`	Decoding spike timing: The differential reverse-correlation method. Biosyst. Gasper Tkacik, Marcelo O. Magnasco
2005	J	`jnl`	Estimating mutual information and multi-information in large networks CoRR Noam Slonim, Gurinder S. Atwal, Gasper Tkacik, William Bialek