Hajnal MA, Tran D, Szabo Zs, Albert A, Safaryan K, Einstein M, Vallejo Martelo M, Polack P-O, Golshani P, Orban G (2024)
Shifts in attention drive context-dependent subspace encoding in anterior cingulate cortex in mice during decision making
Nature Communications, 15, 5559
earlier bioRxiv version> 2023.10.10.561737
Lazar A, Klein L, Klon-Lipok J, Bányai M, Orbán G, Singer W (2024)
Paying attention to natural scenes in area V1
iScience 27, 108816, DOI:10.1016/j.isci.2024.108816
Márton AH, Duy T, Einstein M,Vallejo Martelo M, Safaryan K, Polack P-O, Golshani P, Orbán G (2023)
Continuous multiplexed population representations of task context in the mouse primary visual cortex
Nature Commucations, 14: 6687
earlier biorxiv version
Ujfalussy BB, Orbán G
Sampling motion trajectories during hippocampal theta sequences
eLife 11:e74058, 2022
Török B, Nagy DG, Kiss M, Janacsek K , Németh D , Orbán G (2022)
Tracking the contribution of inductive bias to individualised internal models
PLoS Computational Biology, 18(6): e1010182. https://doi.org/10.1371/journal.pcbi.1010182.
earlier bioRxiv version
Balázs B Ujfalussy, Gergő Orbán (2021)
Sampling motion trajectories during hippocampal theta sequences
biorxiv, doi.org/10.1101/2021.12.14.472575
Nagy D, Török B, Orbán G (2020)
Optimal forgetting: Semantic compression of episodic memories
PLoS Computational Biology, 16(10): e1008367
earlier bioRxiv version
Bányai M, Orbán G (2019)
Noise correlations and perceptual inference
Current Opinion in Neurobiology, 58: 209-217.
Gáspár ME, Polack P-O, Golshani P, Lengyel M, Orbán G (2019)
Representational untangling by the firing rate nonlinearity in V1 simple cells
eLife, 8:e43625 doi: 10.7554/eLife.43625
Mihály Bányai, Andreea Lazar, Liane Klein, Johanna Klon-Lipok, Marcell Stippinger, Wolf Singer, and Gergő Orbán (2019)
Stimulus complexity shapes response correlations in primary visual cortex
Proc Natl Acad Sci USA, 10.1073/pnas.1816766116.
David G. Nagy, Balázs Török, Gergő Orbán (2018)
Semantic Compression of Episodic Memories
Proceedings of the 40th Conference of the Cognitive Science Society, 2138-2143.
arXiv preprint: arXiv:1806.07990.
Bányai M, Lazar A, Klein L, Klon-Lipok J, Singer W, Orbán W (2017)
Stimulus content shapes cortical response statistics
BioRxiv. doi: https://doi.org/10.1101/238774
David G. Nagy, Gergő Orbán (2017)
Episodic memory for continual model learning
arXiv:1712.01169
Bányai M, Koman Z, Orbán G (2017)
Population activity statistics dissect subthreshold and spiking variability in V1
Journal of Neurophysiology, 118:29-46, doi:10.1152/jn.00931.2016.
Török B*, Janacsek K*, Nagy DG*, Orbán G#, Németh D# (2017)
Measuring and filtering reactive inhibition is essential for assessing serial decision-making and learning
Journal of Experimental Psychology, General, 146:529–542.
*,#: equal contributions
Orbán G, Berkes P, Fiser J, Lengyel M (2016)
Neural variability and sampling-based
probabilistic representations in the visual cortex.
Neuron, 92:530–543.
Preview from Xaq Pitkow: Probability by Time
Nagy DG, Orbán G (2016)
Episodic memory as a prerequisite for online updates of model structure.
Proceedings of the 38th Annual Conference of the Cognitive Science Society, 2699-2704.
Houlsby NMT, Huszár F, Ghassemi MM, Orbán G, Wolpert DM, Lengyel M (2013)
Cognitive tomography reveals complex task-independent mental representations.
Current Biololgy, 10.1016/j.cub.2013.09.012.
Fiser J, Lengyel M, Savin C, Orbán G, Berkes P (2013)
How (not) to assess the importance of correlations for the matching of spontaneous and evoked activity.
arXiV:1301.6554
Orbán G, Wolpert DM (2011)
Representations of uncertainty in sensorimotor control.
Current Opinion in Neurobiology, 21: 629-635.
Berkes P, Orbán G, Lengyel M, Fiser J (2011)
Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment.
Science, 331: 83-87.
Fiser J, Berkes P, Orbán G, Lengyel M (2010)
Statistically optimal perception and learning: from behavior to neural representations.
Trends in Cognitive Sciences, 14: 119-30.
Orbán G, Fiser J, Aslin RN, Lengyel M (2008)
Bayesian learning of visual chunks by human observers.
Proceedings of the National Academy of Sciences USA, 105: 2745-50.
Ujfalussy B, Kiss T, Orbán G, Érdi P, Hoffmann W E, Hajós M (2007)
Pharmacological and computational analysis of alpha-subunit preferential GABA(A) positive allosteric modulators on the rat septo-hippocampal activity.
Neuropharmacology, 52:733-43.
Orbán G, Fiser J, Aslin R N, Lengyel M (2006)
Learning Objects by Learning Models: Finding Independent Causes and Preferring Simplicity.
Proceedings of the 28th Annual Conference of the Cognitive Science Society. pp 645-650, Sheridan Publishing.
Orbán, Fiser J, Aslin R N, Lengyel M (2006)
Bayesian model learning in human visual perception.
Advances in Neural Information Processing Systems 18, Eds Y Weiss, B Schölkopf, and J. Platt. pp. 1043-1050. MIT Press, Cambridge, MA.
Orbán G, Kiss T, Érdi P (2006)
Intrinsic and synaptic mechanisms determining the timing of neuron population activity during hippocampal theta oscillation.
Journal of Neurophysiology, 96:2889-904.
Huhn Zs, Orbán G, Érdi P, Lengyel L (2005)
Theta oscillation-coupled dendritic spiking integrates inputs on a long time scale.
Hippocampus, 15: 950-62.
Hajós M, Hoffmann W E, Orbán G, Kiss T, Érdi P (2004)
Modulation of septo-hippocampal Theta activity by GABAA receptors: an experimental and computational approach.
Neuroscience, 126: 599-610.
Orbán G, Kiss T, Lengyel M, Érdi P (2001)
Gamma-related theta-frequency resonance in CA3 interneurons.
Biological Cybernetics, 84: 123-132.