A citation-based method for searching scientific literature

József Fiser, Pietro Berkes, Gergo Orbán, Máté Lengyel. Trends Cogn Sci 2010
Times Cited: 316







List of co-cited articles
934 articles co-cited >1



Times Cited
  Times     Co-cited
Similarity


Spontaneous cortical activity reveals hallmarks of an optimal internal model of the environment.
Pietro Berkes, Gergo Orbán, Máté Lengyel, József Fiser. Science 2011
354
32

Bayesian inference with probabilistic population codes.
Wei Ji Ma, Jeffrey M Beck, Peter E Latham, Alexandre Pouget. Nat Neurosci 2006
708
29

Neural Variability and Sampling-Based Probabilistic Representations in the Visual Cortex.
Gergő Orbán, Pietro Berkes, József Fiser, Máté Lengyel. Neuron 2016
77
29

Probabilistic brains: knowns and unknowns.
Alexandre Pouget, Jeffrey M Beck, Wei Ji Ma, Peter E Latham. Nat Neurosci 2013
243
21


The Bayesian brain: the role of uncertainty in neural coding and computation.
David C Knill, Alexandre Pouget. Trends Neurosci 2004
944
18


Perceptual Decision-Making as Probabilistic Inference by Neural Sampling.
Ralf M Haefner, Pietro Berkes, József Fiser. Neuron 2016
79
18

Bayesian integration in sensorimotor learning.
Konrad P Körding, Daniel M Wolpert. Nature 2004
931
15

Neural dynamics as sampling: a model for stochastic computation in recurrent networks of spiking neurons.
Lars Buesing, Johannes Bill, Bernhard Nessler, Wolfgang Maass. PLoS Comput Biol 2011
119
15

Probabilistic population codes for Bayesian decision making.
Jeffrey M Beck, Wei Ji Ma, Roozbeh Kiani, Tim Hanks, Anne K Churchland, Jamie Roitman, Michael N Shadlen, Peter E Latham, Alexandre Pouget. Neuron 2008
357
15

Neural coding of uncertainty and probability.
Wei Ji Ma, Mehrdad Jazayeri. Annu Rev Neurosci 2014
126
14


Hierarchical Bayesian inference in the visual cortex.
Tai Sing Lee, David Mumford. J Opt Soc Am A Opt Image Sci Vis 2003
556
13

Causal inference in multisensory perception.
Konrad P Körding, Ulrik Beierholm, Wei Ji Ma, Steven Quartz, Joshua B Tenenbaum, Ladan Shams. PLoS One 2007
489
11

Cardinal rules: visual orientation perception reflects knowledge of environmental statistics.
Ahna R Girshick, Michael S Landy, Eero P Simoncelli. Nat Neurosci 2011
280
11

Cortical-like dynamics in recurrent circuits optimized for sampling-based probabilistic inference.
Rodrigo Echeveste, Laurence Aitchison, Guillaume Hennequin, Máté Lengyel. Nat Neurosci 2020
23
47

Spontaneously emerging cortical representations of visual attributes.
Tal Kenet, Dmitri Bibitchkov, Misha Tsodyks, Amiram Grinvald, Amos Arieli. Nature 2003
542
10

A theory of cortical responses.
Karl Friston. Philos Trans R Soc Lond B Biol Sci 2005
10

Object perception as Bayesian inference.
Daniel Kersten, Pascal Mamassian, Alan Yuille. Annu Rev Psychol 2004
600
10



Canonical microcircuits for predictive coding.
Andre M Bastos, W Martin Usrey, Rick A Adams, George R Mangun, Pascal Fries, Karl J Friston. Neuron 2012
9

Computational Precision of Mental Inference as Critical Source of Human Choice Suboptimality.
Jan Drugowitsch, Valentin Wyart, Anne-Dominique Devauchelle, Etienne Koechlin. Neuron 2016
74
12

On the origins of suboptimality in human probabilistic inference.
Luigi Acerbi, Sethu Vijayakumar, Daniel M Wolpert. PLoS Comput Biol 2014
76
11

The Psychophysics Toolbox.
D H Brainard. Spat Vis 1997
9

Suboptimality in perceptual decision making.
Dobromir Rahnev, Rachel N Denison. Behav Brain Sci 2018
83
10


A neural basis of probabilistic computation in visual cortex.
Edgar Y Walker, R James Cotton, Wei Ji Ma, Andreas S Tolias. Nat Neurosci 2020
28
32

Noise in the nervous system.
A Aldo Faisal, Luc P J Selen, Daniel M Wolpert. Nat Rev Neurosci 2008
8



Normalization as a canonical neural computation.
Matteo Carandini, David J Heeger. Nat Rev Neurosci 2011
853
8

Learning the value of information in an uncertain world.
Timothy E J Behrens, Mark W Woolrich, Mark E Walton, Matthew F S Rushworth. Nat Neurosci 2007
999
8

Bayesian just-so stories in psychology and neuroscience.
Jeffrey S Bowers, Colin J Davis. Psychol Bull 2012
148
8

The neural basis of decision making.
Joshua I Gold, Michael N Shadlen. Annu Rev Neurosci 2007
8

Context-dependent computation by recurrent dynamics in prefrontal cortex.
Valerio Mante, David Sussillo, Krishna V Shenoy, William T Newsome. Nature 2013
626
7

Correspondence of the brain's functional architecture during activation and rest.
Stephen M Smith, Peter T Fox, Karla L Miller, David C Glahn, P Mickle Fox, Clare E Mackay, Nicola Filippini, Kate E Watkins, Roberto Toro, Angela R Laird,[...]. Proc Natl Acad Sci U S A 2009
7



Neural correlations, population coding and computation.
Bruno B Averbeck, Peter E Latham, Alexandre Pouget. Nat Rev Neurosci 2006
881
7

Not noisy, just wrong: the role of suboptimal inference in behavioral variability.
Jeffrey M Beck, Wei Ji Ma, Xaq Pitkow, Peter E Latham, Alexandre Pouget. Neuron 2012
145
7

Inference and computation with population codes.
Alexandre Pouget, Peter Dayan, Richard S Zemel. Annu Rev Neurosci 2003
255
7

The physics of optimal decision making: a formal analysis of models of performance in two-alternative forced-choice tasks.
Rafal Bogacz, Eric Brown, Jeff Moehlis, Philip Holmes, Jonathan D Cohen. Psychol Rev 2006
797
7



Network Plasticity as Bayesian Inference.
David Kappel, Stefan Habenschuss, Robert Legenstein, Wolfgang Maass. PLoS Comput Biol 2015
41
14

Using goal-driven deep learning models to understand sensory cortex.
Daniel L K Yamins, James J DiCarlo. Nat Neurosci 2016
409
6




Co-cited is the co-citation frequency, indicating how many articles cite the article together with the query article. Similarity is the co-citation as percentage of the times cited of the query article or the article in the search results, whichever is the lowest. These numbers are calculated for the last 100 citations when articles are cited more than 100 times.