A citation-based method for searching scientific literature

Task representations in neural networks trained to perform many cognitive tasks.
Guangyu Robert Yang, Madhura R Joglekar, H Francis Song, William T Newsome, Xiao-Jing Wang. Nat Neurosci 2019
Times Cited: 78






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



Times Cited
  Times     Co-cited
Similarity


Context-dependent computation by recurrent dynamics in prefrontal cortex.
Valerio Mante, David Sussillo, Krishna V Shenoy, William T Newsome. Nature 2013
598
37
47

A neural network that finds a naturalistic solution for the production of muscle activity.
David Sussillo, Mark M Churchland, Matthew T Kaufman, Krishna V Shenoy. Nat Neurosci 2015
160
24
30

Training Excitatory-Inhibitory Recurrent Neural Networks for Cognitive Tasks: A Simple and Flexible Framework.
H Francis Song, Guangyu R Yang, Xiao-Jing Wang. PLoS Comput Biol 2016
66
21
31

Recurrent Network Models of Sequence Generation and Memory.
Kanaka Rajan, Christopher D Harvey, David W Tank. Neuron 2016
130
20
25

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
590
20
25

Prefrontal cortex as a meta-reinforcement learning system.
Jane X Wang, Zeb Kurth-Nelson, Dharshan Kumaran, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Demis Hassabis, Matthew Botvinick. Nat Neurosci 2018
121
17
21

Flexible timing by temporal scaling of cortical responses.
Jing Wang, Devika Narain, Eghbal A Hosseini, Mehrdad Jazayeri. Nat Neurosci 2018
129
17
21

Using goal-driven deep learning models to understand sensory cortex.
Daniel L K Yamins, James J DiCarlo. Nat Neurosci 2016
379
17
21

A diverse range of factors affect the nature of neural representations underlying short-term memory.
A Emin Orhan, Wei Ji Ma. Nat Neurosci 2019
37
16
43

Reward-based training of recurrent neural networks for cognitive and value-based tasks.
H Francis Song, Guangyu R Yang, Xiao-Jing Wang. Elife 2017
49
15
30

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
515
15
19

Flexible Sensorimotor Computations through Rapid Reconfiguration of Cortical Dynamics.
Evan D Remington, Devika Narain, Eghbal A Hosseini, Mehrdad Jazayeri. Neuron 2018
80
15
19

Generating coherent patterns of activity from chaotic neural networks.
David Sussillo, L F Abbott. Neuron 2009
359
15
19

Circuit mechanisms for the maintenance and manipulation of information in working memory.
Nicolas Y Masse, Guangyu R Yang, H Francis Song, Xiao-Jing Wang, David J Freedman. Nat Neurosci 2019
56
15
26

Deep learning.
Yann LeCun, Yoshua Bengio, Geoffrey Hinton. Nature 2015
8137
14
17

Computing by Robust Transience: How the Fronto-Parietal Network Performs Sequential, Category-Based Decisions.
Warasinee Chaisangmongkon, Sruthi K Swaminathan, David J Freedman, Xiao-Jing Wang. Neuron 2017
56
13
23

Neural networks and physical systems with emergent collective computational abilities.
J J Hopfield. Proc Natl Acad Sci U S A 1982
3125
13
16

Inferring single-trial neural population dynamics using sequential auto-encoders.
Chethan Pandarinath, Daniel J O'Shea, Jasmine Collins, Rafal Jozefowicz, Sergey D Stavisky, Jonathan C Kao, Eric M Trautmann, Matthew T Kaufman, Stephen I Ryu, Leigh R Hochberg,[...]. Nat Methods 2018
125
12
15

Recurrent neural networks as versatile tools of neuroscience research.
Omri Barak. Curr Opin Neurobiol 2017
45
11
24

Neural population dynamics during reaching.
Mark M Churchland, John P Cunningham, Matthew T Kaufman, Justin D Foster, Paul Nuyujukian, Stephen I Ryu, Krishna V Shenoy. Nature 2012
555
11
14

Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks.
David Sussillo, Omri Barak. Neural Comput 2013
108
11
14

Stable population coding for working memory coexists with heterogeneous neural dynamics in prefrontal cortex.
John D Murray, Alberto Bernacchia, Nicholas A Roy, Christos Constantinidis, Ranulfo Romo, Xiao-Jing Wang. Proc Natl Acad Sci U S A 2017
128
11
14

A deep learning framework for neuroscience.
Blake A Richards, Timothy P Lillicrap, Philippe Beaudoin, Yoshua Bengio, Rafal Bogacz, Amelia Christensen, Claudia Clopath, Rui Ponte Costa, Archy de Berker, Surya Ganguli,[...]. Nat Neurosci 2019
149
11
14

Synaptic reverberation underlying mnemonic persistent activity.
X J Wang. Trends Neurosci 2001
612
10
12

From fixed points to chaos: three models of delayed discrimination.
Omri Barak, David Sussillo, Ranulfo Romo, Misha Tsodyks, L F Abbott. Prog Neurobiol 2013
78
10
12

Neural population control via deep image synthesis.
Pouya Bashivan, Kohitij Kar, James J DiCarlo. Science 2019
83
10
12

Linking Connectivity, Dynamics, and Computations in Low-Rank Recurrent Neural Networks.
Francesca Mastrogiuseppe, Srdjan Ostojic. Neuron 2018
60
10
16

Dynamic coding for cognitive control in prefrontal cortex.
Mark G Stokes, Makoto Kusunoki, Natasha Sigala, Hamed Nili, David Gaffan, John Duncan. Neuron 2013
356
10
12

An integrative theory of prefrontal cortex function.
E K Miller, J D Cohen. Annu Rev Neurosci 2001
6608
10
12

Synaptic theory of working memory.
Gianluigi Mongillo, Omri Barak, Misha Tsodyks. Science 2008
571
9
11

Neuronal correlates of parametric working memory in the prefrontal cortex.
R Romo, C D Brody, A Hernández, L Lemus. Nature 1999
523
9
11

Gamma and Beta Bursts Underlie Working Memory.
Mikael Lundqvist, Jonas Rose, Pawel Herman, Scott L Brincat, Timothy J Buschman, Earl K Miller. Neuron 2016
296
9
11

Robust timing and motor patterns by taming chaos in recurrent neural networks.
Rodrigo Laje, Dean V Buonomano. Nat Neurosci 2013
195
9
11

The neural basis of decision making.
Joshua I Gold, Michael N Shadlen. Annu Rev Neurosci 2007
1776
9
11

Neural circuits as computational dynamical systems.
David Sussillo. Curr Opin Neurobiol 2014
79
9
11

Representational similarity analysis - connecting the branches of systems neuroscience.
Nikolaus Kriegeskorte, Marieke Mur, Peter Bandettini. Front Syst Neurosci 2008
1188
9
11

Demixed principal component analysis of neural population data.
Dmitry Kobak, Wieland Brendel, Christos Constantinidis, Claudia E Feierstein, Adam Kepecs, Zachary F Mainen, Xue-Lian Qi, Ranulfo Romo, Naoshige Uchida, Christian K Machens. Elife 2016
164
9
11

Mnemonic coding of visual space in the monkey's dorsolateral prefrontal cortex.
S Funahashi, C J Bruce, P S Goldman-Rakic. J Neurophysiol 1989
1660
8
10

Long short-term memory.
S Hochreiter, J Schmidhuber. Neural Comput 1997
3648
8
10

Encoding sensory and motor patterns as time-invariant trajectories in recurrent neural networks.
Vishwa Goudar, Dean V Buonomano. Elife 2018
28
8
28

'Activity-silent' working memory in prefrontal cortex: a dynamic coding framework.
Mark G Stokes. Trends Cogn Sci 2015
294
8
10

Biologically plausible learning in recurrent neural networks reproduces neural dynamics observed during cognitive tasks.
Thomas Miconi. Elife 2017
35
8
22

Optimal control of transient dynamics in balanced networks supports generation of complex movements.
Guillaume Hennequin, Tim P Vogels, Wulfram Gerstner. Neuron 2014
123
8
10

Overcoming catastrophic forgetting in neural networks.
James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska,[...]. Proc Natl Acad Sci U S A 2017
154
8
10

Working Memory: Delay Activity, Yes! Persistent Activity? Maybe Not.
Mikael Lundqvist, Pawel Herman, Earl K Miller. J Neurosci 2018
90
8
10

Towards the neural population doctrine.
Shreya Saxena, John P Cunningham. Curr Opin Neurobiol 2019
51
8
15

Working Memory 2.0.
Earl K Miller, Mikael Lundqvist, André M Bastos. Neuron 2018
157
8
10

Making working memory work: a computational model of learning in the prefrontal cortex and basal ganglia.
Randall C O'Reilly, Michael J Frank. Neural Comput 2006
491
8
10

Backpropagation and the brain.
Timothy P Lillicrap, Adam Santoro, Luke Marris, Colin J Akerman, Geoffrey Hinton. Nat Rev Neurosci 2020
83
8
10

Dynamic Control of Response Criterion in Premotor Cortex during Perceptual Detection under Temporal Uncertainty.
Federico Carnevale, Victor de Lafuente, Ranulfo Romo, Omri Barak, Néstor Parga. Neuron 2015
54
7
12


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.

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