A citation-based method for searching scientific literature


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



Times Cited
  Times     Co-cited
Similarity


Natural image statistics and neural representation.
E P Simoncelli, B A Olshausen. Annu Rev Neurosci 2001
947
21




Deep learning.
Yann LeCun, Yoshua Bengio, Geoffrey Hinton. Nature 2015
13



Performance-optimized hierarchical models predict neural responses in higher visual cortex.
Daniel L K Yamins, Ha Hong, Charles F Cadieu, Ethan A Solomon, Darren Seibert, James J DiCarlo. Proc Natl Acad Sci U S A 2014
468
11

Sparse coding of sensory inputs.
Bruno A Olshausen, David J Field. Curr Opin Neurobiol 2004
563
10


Efficient coding of natural sounds.
Michael S Lewicki. Nat Neurosci 2002
256
8



Untangling invariant object recognition.
James J DiCarlo, David D Cox. Trends Cogn Sci 2007
357
7



Using goal-driven deep learning models to understand sensory cortex.
Daniel L K Yamins, James J DiCarlo. Nat Neurosci 2016
339
7

Image denoising via sparse and redundant representations over learned dictionaries.
Michael Elad, Michal Aharon. IEEE Trans Image Process 2006
516
6

Reducing the dimensionality of data with neural networks.
G E Hinton, R R Salakhutdinov. Science 2006
6



Normalization as a canonical neural computation.
Matteo Carandini, David J Heeger. Nat Rev Neurosci 2011
792
6

Energy efficient neural codes.
W B Levy, R A Baxter. Neural Comput 1996
224
6

The importance of mixed selectivity in complex cognitive tasks.
Mattia Rigotti, Omri Barak, Melissa R Warden, Xiao-Jing Wang, Nathaniel D Daw, Earl K Miller, Stefano Fusi. Nature 2013
546
6

Information-limiting correlations.
Rubén Moreno-Bote, Jeffrey Beck, Ingmar Kanitscheider, Xaq Pitkow, Peter Latham, Alexandre Pouget. Nat Neurosci 2014
241
6


Random synaptic feedback weights support error backpropagation for deep learning.
Timothy P Lillicrap, Daniel Cownden, Douglas B Tweed, Colin J Akerman. Nat Commun 2016
113
6



Neural correlations, population coding and computation.
Bruno B Averbeck, Peter E Latham, Alexandre Pouget. Nat Rev Neurosci 2006
834
6


Canonical microcircuits for predictive coding.
Andre M Bastos, W Martin Usrey, Rick A Adams, George R Mangun, Pascal Fries, Karl J Friston. Neuron 2012
907
6

Responses of neurons in primary and inferior temporal visual cortices to natural scenes.
R Baddeley, L F Abbott, M C Booth, F Sengpiel, T Freeman, E A Wakeman, E T Rolls. Proc Biol Sci 1997
241
6

The cost of cortical computation.
Peter Lennie. Curr Biol 2003
448
6

Hierarchical models of object recognition in cortex.
M Riesenhuber, T Poggio. Nat Neurosci 1999
6

Predictive coding: a fresh view of inhibition in the retina.
M V Srinivasan, S B Laughlin, A Dubs. Proc R Soc Lond B Biol Sci 1982
509
6

Toward a unified theory of efficient, predictive, and sparse coding.
Matthew Chalk, Olivier Marre, Gašper Tkačik. Proc Natl Acad Sci U S A 2018
31
19


Deep supervised, but not unsupervised, models may explain IT cortical representation.
Seyed-Mahdi Khaligh-Razavi, Nikolaus Kriegeskorte. PLoS Comput Biol 2014
352
6



A theory of cortical responses.
Karl Friston. Philos Trans R Soc Lond B Biol Sci 2005
5

Redundancy reduction revisited.
H Barlow. Network 2001
259
5


Efficient auditory coding.
Evan C Smith, Michael S Lewicki. Nature 2006
203
5

How does the brain solve visual object recognition?
James J DiCarlo, Davide Zoccolan, Nicole C Rust. Neuron 2012
538
5

Sparseness and expansion in sensory representations.
Baktash Babadi, Haim Sompolinsky. Neuron 2014
63
7


The hippocampus as a predictive map.
Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman. Nat Neurosci 2017
178
5



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.