Pietro Berkes

Affiliations: 
Brandeis University, Waltham, MA, United States 
Area:
visual system, computation & theory
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"Pietro Berkes"
Mean distance: 13.69 (cluster 29)
 
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Publications

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Orbán G, Berkes P, Fiser J, et al. (2016) Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex. Neuron. 92: 530-543
Haefner RM, Berkes P, Fiser J. (2016) Perceptual Decision-Making as Probabilistic Inference by Neural Sampling. Neuron. 90: 649-60
Wilbert N, Zito T, Schuppner RB, et al. (2013) Building extensible frameworks for data processing: The case of MDP, Modular toolkit for Data Processing Journal of Computational Science. 4: 345-351
Pinte D, Jones E, Kern R, et al. (2012) Python for geophysical data processing and visualization 74th Eage Conference and Exhibition Incorporating Spe Europec 2012
Berkes P, Orbán G, Lengyel M, et al. (2011) Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment. Science (New York, N.Y.). 331: 83-7
March MC, Trotta R, Berkes P, et al. (2011) Improved constraints on cosmological parameters from Type Ia supernova data Monthly Notices of the Royal Astronomical Society. 418: 2308-2329
Shelton JA, Bornschein J, Sheikh AS, et al. (2011) Select and sample - A model of efficient neural inference and learning Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011
Fiser J, Berkes P, Orbán G, et al. (2010) Statistically optimal perception and learning: from behavior to neural representations. Trends in Cognitive Sciences. 14: 119-30
Berkes P, Turner RE, Sahani M. (2009) A structured model of video reproduces primary visual cortical organisation. Plos Computational Biology. 5: e1000495
Berkes P, Turner R, Sahani M. (2009) On sparsity and overcompleteness in image models Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference
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