Sensitivity to higher-order statistics in natural scenes

Project Period: 2013-09-01 – 2017-08-31
Externally Funded
Principal Investigator
Gašper Tkačik
Department(s)
Tkacik Group
Grant Number
P 25651-N26
Funding Organisation
FWF

9 Publications

2016 | Journal Article | IST-REx-ID: 1197 | OA
Error-robust modes of the retinal population code
J. Prentice, O. Marre, M. Ioffe, A. Loback, G. Tkačik, M. Berry, PLoS Computational Biology 12 (2016).
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2015 | Journal Article | IST-REx-ID: 1697 | OA
High accuracy decoding of dynamical motion from a large retinal population
O. Marre, V. Botella Soler, K. Simmons, T. Mora, G. Tkačik, M. Berry, PLoS Computational Biology 11 (2015).
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2015 | Journal Article | IST-REx-ID: 1701 | OA
Thermodynamics and signatures of criticality in a network of neurons
G. Tkacik, T. Mora, O. Marre, D. Amodei, S. Palmer, M. Berry Ii, W. Bialek, PNAS 112 (2015) 11508–11513.
View | DOI | Download Submitted Version (ext.) | PubMed | Europe PMC
 
2018 | Research Data | IST-REx-ID: 5584 | OA
Nonlinear decoding of a complex movie from the mammalian retina
S. Deny, O. Marre, V. Botella-Soler, G.S. Martius, G. Tkačik, Nonlinear Decoding of a Complex Movie from the Mammalian Retina, IST Austria, 2018.
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2017 | Journal Article | IST-REx-ID: 1104 | OA
Multiplexed computations in retinal ganglion cells of a single type
S. Deny, U. Ferrari, E. Mace, P. Yger, R. Caplette, S. Picaud, G. Tkacik, O. Marre, Nature Communications 8 (2017).
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2016 | Journal Article | IST-REx-ID: 1248 | OA
Information processing in living systems
G. Tkacik, W. Bialek, Annual Review of Condensed Matter Physics 7 (2016) 89–117.
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2014 | Journal Article | IST-REx-ID: 1886 | OA
Variance predicts salience in central sensory processing
A. Hermundstad, J. Briguglio, M. Conte, J. Victor, V. Balasubramanian, G. Tkačik, ELife (2014).
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2018 | Journal Article | IST-REx-ID: 543 | OA
Toward a unified theory of efficient, predictive, and sparse coding
M.J. Chalk, O. Marre, G. Tkacik, PNAS 115 (2018) 186–191.
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2017 | Journal Article | IST-REx-ID: 720 | OA View | Files available | DOI