A citation-based method for searching scientific literature

Jordan Guerguiev, Timothy P Lillicrap, Blake A Richards. Elife 2017
Times Cited: 83







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



Times Cited
  Times     Co-cited
Similarity


Random synaptic feedback weights support error backpropagation for deep learning.
Timothy P Lillicrap, Daniel Cownden, Douglas B Tweed, Colin J Akerman. Nat Commun 2016
112
45


Deep learning.
Yann LeCun, Yoshua Bengio, Geoffrey Hinton. Nature 2015
25


Behavioral time scale synaptic plasticity underlies CA1 place fields.
Katie C Bittner, Aaron D Milstein, Christine Grienberger, Sandro Romani, Jeffrey C Magee. Science 2017
151
22

Conjunctive input processing drives feature selectivity in hippocampal CA1 neurons.
Katie C Bittner, Christine Grienberger, Sachin P Vaidya, Aaron D Milstein, John J Macklin, Junghyup Suh, Susumu Tonegawa, Jeffrey C Magee. Nat Neurosci 2015
203
21

Learning by the dendritic prediction of somatic spiking.
Robert Urbanczik, Walter Senn. Neuron 2014
57
31

Active cortical dendrites modulate perception.
Naoya Takahashi, Thomas G Oertner, Peter Hegemann, Matthew E Larkum. Science 2016
143
19

Control of synaptic plasticity in deep cortical networks.
Pieter R Roelfsema, Anthony Holtmaat. Nat Rev Neurosci 2018
60
26

Synaptic integration in tuft dendrites of layer 5 pyramidal neurons: a new unifying principle.
Matthew E Larkum, Thomas Nevian, Maya Sandler, Alon Polsky, Jackie Schiller. Science 2009
363
19


Pyramidal neuron as two-layer neural network.
Panayiota Poirazi, Terrence Brannon, Bartlett W Mel. Neuron 2003
342
18

Dendritic spikes as a mechanism for cooperative long-term potentiation.
Nace L Golding, Nathan P Staff, Nelson Spruston. Nature 2002
415
16

Active properties of neocortical pyramidal neuron dendrites.
Guy Major, Matthew E Larkum, Jackie Schiller. Annu Rev Neurosci 2013
191
16

Dendritic solutions to the credit assignment problem.
Blake A Richards, Timothy P Lillicrap. Curr Opin Neurobiol 2019
26
53

Toward an Integration of Deep Learning and Neuroscience.
Adam H Marblestone, Greg Wayne, Konrad P Kording. Front Comput Neurosci 2016
144
15


Using goal-driven deep learning models to understand sensory cortex.
Daniel L K Yamins, James J DiCarlo. Nat Neurosci 2016
330
15

Nonlinear dendritic integration of sensory and motor input during an active sensing task.
Ning-long Xu, Mark T Harnett, Stephen R Williams, Daniel Huber, Daniel H O'Connor, Karel Svoboda, Jeffrey C Magee. Nature 2012
271
15

Theories of Error Back-Propagation in the Brain.
James C R Whittington, Rafal Bogacz. Trends Cogn Sci 2019
45
28

Backpropagation and the brain.
Timothy P Lillicrap, Adam Santoro, Luke Marris, Colin J Akerman, Geoffrey Hinton. Nat Rev Neurosci 2020
49
26


Dendritic spikes enhance stimulus selectivity in cortical neurons in vivo.
Spencer L Smith, Ikuko T Smith, Tiago Branco, Michael Häusser. Nature 2013
195
14


Computational subunits in thin dendrites of pyramidal cells.
Alon Polsky, Bartlett W Mel, Jackie Schiller. Nat Neurosci 2004
422
14

Dendritic computation.
Michael London, Michael Häusser. Annu Rev Neurosci 2005
550
14

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
458
13



Compartmentalized dendritic plasticity and input feature storage in neurons.
Attila Losonczy, Judit K Makara, Jeffrey C Magee. Nature 2008
361
13

Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules.
Nicolas Frémaux, Wulfram Gerstner. Front Neural Circuits 2016
85
12



Physiology of layer 5 pyramidal neurons in mouse primary visual cortex: coincidence detection through bursting.
Adam S Shai, Costas A Anastassiou, Matthew E Larkum, Christof Koch. PLoS Comput Biol 2015
47
21



Deep supervised, but not unsupervised, models may explain IT cortical representation.
Seyed-Mahdi Khaligh-Razavi, Nikolaus Kriegeskorte. PLoS Comput Biol 2014
346
12

Regulation of synaptic efficacy by coincidence of postsynaptic APs and EPSPs.
H Markram, J Lübke, M Frotscher, B Sakmann. Science 1997
10



Dendritic integration: 60 years of progress.
Greg J Stuart, Nelson Spruston. Nat Neurosci 2015
166
10


Deep neural networks rival the representation of primate IT cortex for core visual object recognition.
Charles F Cadieu, Ha Hong, Daniel L K Yamins, Nicolas Pinto, Diego Ardila, Ethan A Solomon, Najib J Majaj, James J DiCarlo. PLoS Comput Biol 2014
190
10

Deep learning in neural networks: an overview.
Jürgen Schmidhuber. Neural Netw 2015
9



Canonical microcircuits for predictive coding.
Andre M Bastos, W Martin Usrey, Rick A Adams, George R Mangun, Pascal Fries, Karl J Friston. Neuron 2012
899
9


A neural substrate of prediction and reward.
W Schultz, P Dayan, P R Montague. Science 1997
9

SuperSpike: Supervised Learning in Multilayer Spiking Neural Networks.
Friedemann Zenke, Surya Ganguli. Neural Comput 2018
52
15


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.