Guangyu Robert Yang, Madhura R Joglekar, H Francis Song, William T Newsome, Xiao-Jing Wang. Nat Neurosci 2019
Times Cited: 78
Times Cited: 78
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
Valerio Mante, David Sussillo, Krishna V Shenoy, William T Newsome. Nature 2013
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
David Sussillo, Mark M Churchland, Matthew T Kaufman, Krishna V Shenoy. Nat Neurosci 2015
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
H Francis Song, Guangyu R Yang, Xiao-Jing Wang. PLoS Comput Biol 2016
31
Recurrent Network Models of Sequence Generation and Memory.
Kanaka Rajan, Christopher D Harvey, David W Tank. Neuron 2016
Kanaka Rajan, Christopher D Harvey, David W Tank. Neuron 2016
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
Mattia Rigotti, Omri Barak, Melissa R Warden, Xiao-Jing Wang, Nathaniel D Daw, Earl K Miller, Stefano Fusi. Nature 2013
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
Jane X Wang, Zeb Kurth-Nelson, Dharshan Kumaran, Dhruva Tirumala, Hubert Soyer, Joel Z Leibo, Demis Hassabis, Matthew Botvinick. Nat Neurosci 2018
21
Flexible timing by temporal scaling of cortical responses.
Jing Wang, Devika Narain, Eghbal A Hosseini, Mehrdad Jazayeri. Nat Neurosci 2018
Jing Wang, Devika Narain, Eghbal A Hosseini, Mehrdad Jazayeri. Nat Neurosci 2018
21
Using goal-driven deep learning models to understand sensory cortex.
Daniel L K Yamins, James J DiCarlo. Nat Neurosci 2016
Daniel L K Yamins, James J DiCarlo. Nat Neurosci 2016
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
A Emin Orhan, Wei Ji Ma. Nat Neurosci 2019
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
H Francis Song, Guangyu R Yang, Xiao-Jing Wang. Elife 2017
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
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
19
Flexible Sensorimotor Computations through Rapid Reconfiguration of Cortical Dynamics.
Evan D Remington, Devika Narain, Eghbal A Hosseini, Mehrdad Jazayeri. Neuron 2018
Evan D Remington, Devika Narain, Eghbal A Hosseini, Mehrdad Jazayeri. Neuron 2018
19
Generating coherent patterns of activity from chaotic neural networks.
David Sussillo, L F Abbott. Neuron 2009
David Sussillo, L F Abbott. Neuron 2009
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
Nicolas Y Masse, Guangyu R Yang, H Francis Song, Xiao-Jing Wang, David J Freedman. Nat Neurosci 2019
26
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
Warasinee Chaisangmongkon, Sruthi K Swaminathan, David J Freedman, Xiao-Jing Wang. Neuron 2017
23
Neural networks and physical systems with emergent collective computational abilities.
J J Hopfield. Proc Natl Acad Sci U S A 1982
J J Hopfield. Proc Natl Acad Sci U S A 1982
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
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
15
Recurrent neural networks as versatile tools of neuroscience research.
Omri Barak. Curr Opin Neurobiol 2017
Omri Barak. Curr Opin Neurobiol 2017
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
Mark M Churchland, John P Cunningham, Matthew T Kaufman, Justin D Foster, Paul Nuyujukian, Stephen I Ryu, Krishna V Shenoy. Nature 2012
14
Opening the black box: low-dimensional dynamics in high-dimensional recurrent neural networks.
David Sussillo, Omri Barak. Neural Comput 2013
David Sussillo, Omri Barak. Neural Comput 2013
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
John D Murray, Alberto Bernacchia, Nicholas A Roy, Christos Constantinidis, Ranulfo Romo, Xiao-Jing Wang. Proc Natl Acad Sci U S A 2017
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
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
14
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
Omri Barak, David Sussillo, Ranulfo Romo, Misha Tsodyks, L F Abbott. Prog Neurobiol 2013
12
Neural population control via deep image synthesis.
Pouya Bashivan, Kohitij Kar, James J DiCarlo. Science 2019
Pouya Bashivan, Kohitij Kar, James J DiCarlo. Science 2019
12
Linking Connectivity, Dynamics, and Computations in Low-Rank Recurrent Neural Networks.
Francesca Mastrogiuseppe, Srdjan Ostojic. Neuron 2018
Francesca Mastrogiuseppe, Srdjan Ostojic. Neuron 2018
16
Dynamic coding for cognitive control in prefrontal cortex.
Mark G Stokes, Makoto Kusunoki, Natasha Sigala, Hamed Nili, David Gaffan, John Duncan. Neuron 2013
Mark G Stokes, Makoto Kusunoki, Natasha Sigala, Hamed Nili, David Gaffan, John Duncan. Neuron 2013
12
An integrative theory of prefrontal cortex function.
E K Miller, J D Cohen. Annu Rev Neurosci 2001
E K Miller, J D Cohen. Annu Rev Neurosci 2001
12
11
Neuronal correlates of parametric working memory in the prefrontal cortex.
R Romo, C D Brody, A Hernández, L Lemus. Nature 1999
R Romo, C D Brody, A Hernández, L Lemus. Nature 1999
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
Mikael Lundqvist, Jonas Rose, Pawel Herman, Scott L Brincat, Timothy J Buschman, Earl K Miller. Neuron 2016
11
Robust timing and motor patterns by taming chaos in recurrent neural networks.
Rodrigo Laje, Dean V Buonomano. Nat Neurosci 2013
Rodrigo Laje, Dean V Buonomano. Nat Neurosci 2013
11
11
11
Representational similarity analysis - connecting the branches of systems neuroscience.
Nikolaus Kriegeskorte, Marieke Mur, Peter Bandettini. Front Syst Neurosci 2008
Nikolaus Kriegeskorte, Marieke Mur, Peter Bandettini. Front Syst Neurosci 2008
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
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
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
S Funahashi, C J Bruce, P S Goldman-Rakic. J Neurophysiol 1989
10
Encoding sensory and motor patterns as time-invariant trajectories in recurrent neural networks.
Vishwa Goudar, Dean V Buonomano. Elife 2018
Vishwa Goudar, Dean V Buonomano. Elife 2018
28
'Activity-silent' working memory in prefrontal cortex: a dynamic coding framework.
Mark G Stokes. Trends Cogn Sci 2015
Mark G Stokes. Trends Cogn Sci 2015
10
Biologically plausible learning in recurrent neural networks reproduces neural dynamics observed during cognitive tasks.
Thomas Miconi. Elife 2017
Thomas Miconi. Elife 2017
22
Optimal control of transient dynamics in balanced networks supports generation of complex movements.
Guillaume Hennequin, Tim P Vogels, Wulfram Gerstner. Neuron 2014
Guillaume Hennequin, Tim P Vogels, Wulfram Gerstner. Neuron 2014
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
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
10
Working Memory: Delay Activity, Yes! Persistent Activity? Maybe Not.
Mikael Lundqvist, Pawel Herman, Earl K Miller. J Neurosci 2018
Mikael Lundqvist, Pawel Herman, Earl K Miller. J Neurosci 2018
10
Towards the neural population doctrine.
Shreya Saxena, John P Cunningham. Curr Opin Neurobiol 2019
Shreya Saxena, John P Cunningham. Curr Opin Neurobiol 2019
15
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
Randall C O'Reilly, Michael J Frank. Neural Comput 2006
10
Backpropagation and the brain.
Timothy P Lillicrap, Adam Santoro, Luke Marris, Colin J Akerman, Geoffrey Hinton. Nat Rev Neurosci 2020
Timothy P Lillicrap, Adam Santoro, Luke Marris, Colin J Akerman, Geoffrey Hinton. Nat Rev Neurosci 2020
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
Federico Carnevale, Victor de Lafuente, Ranulfo Romo, Omri Barak, Néstor Parga. Neuron 2015
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.