A citation-based method for searching scientific literature

James Kirkpatrick, Razvan Pascanu, Neil Rabinowitz, Joel Veness, Guillaume Desjardins, Andrei A Rusu, Kieran Milan, John Quan, Tiago Ramalho, Agnieszka Grabska-Barwinska, Demis Hassabis, Claudia Clopath, Dharshan Kumaran, Raia Hadsell. Proc Natl Acad Sci U S A 2017
Times Cited: 205







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



Times Cited
  Times     Co-cited
Similarity


Continual lifelong learning with neural networks: A review.
German I Parisi, Ronald Kemker, Jose L Part, Christopher Kanan, Stefan Wermter. Neural Netw 2019
131
38

Learning without Forgetting.
Zhizhong Li, Derek Hoiem. IEEE Trans Pattern Anal Mach Intell 2018
73
34


Continual Learning Through Synaptic Intelligence.
Friedemann Zenke, Ben Poole, Surya Ganguli. Proc Mach Learn Res 2017
39
58

Deep learning.
Yann LeCun, Yoshua Bengio, Geoffrey Hinton. Nature 2015
18


Brain-inspired replay for continual learning with artificial neural networks.
Gido M van de Ven, Hava T Siegelmann, Andreas S Tolias. Nat Commun 2020
17
58

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
165
9

Neuroscience-Inspired Artificial Intelligence.
Demis Hassabis, Dharshan Kumaran, Christopher Summerfield, Matthew Botvinick. Neuron 2017
240
8

Alleviating catastrophic forgetting using context-dependent gating and synaptic stabilization.
Nicolas Y Masse, Gregory D Grant, David J Freedman. Proc Natl Acad Sci U S A 2018
31
25

Backpropagation and the brain.
Timothy P Lillicrap, Adam Santoro, Luke Marris, Colin J Akerman, Geoffrey Hinton. Nat Rev Neurosci 2020
93
8

Human-level control through deep reinforcement learning.
Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A Rusu, Joel Veness, Marc G Bellemare, Alex Graves, Martin Riedmiller, Andreas K Fidjeland, Georg Ostrovski,[...]. Nature 2015
7


Mastering the game of Go with deep neural networks and tree search.
David Silver, Aja Huang, Chris J Maddison, Arthur Guez, Laurent Sifre, George van den Driessche, Julian Schrittwieser, Ioannis Antonoglou, Veda Panneershelvam, Marc Lanctot,[...]. Nature 2016
6

Comparing continual task learning in minds and machines.
Timo Flesch, Jan Balaguer, Ronald Dekker, Hamed Nili, Christopher Summerfield. Proc Natl Acad Sci U S A 2018
22
27


Long short-term memory.
S Hochreiter, J Schmidhuber. Neural Comput 1997
6


Lifelong learning of human actions with deep neural network self-organization.
German I Parisi, Jun Tani, Cornelius Weber, Stefan Wermter. Neural Netw 2017
15
33

Building machines that learn and think like people.
Brenden M Lake, Tomer D Ullman, Joshua B Tenenbaum, Samuel J Gershman. Behav Brain Sci 2017
212
5

Random synaptic feedback weights support error backpropagation for deep learning.
Timothy P Lillicrap, Daniel Cownden, Douglas B Tweed, Colin J Akerman. Nat Commun 2016
136
5

A solution to the learning dilemma for recurrent networks of spiking neurons.
Guillaume Bellec, Franz Scherr, Anand Subramoney, Elias Hajek, Darjan Salaj, Robert Legenstein, Wolfgang Maass. Nat Commun 2020
40
12

Cascade models of synaptically stored memories.
Stefano Fusi, Patrick J Drew, L F Abbott. Neuron 2005
265
5

Network Plasticity as Bayesian Inference.
David Kappel, Stefan Habenschuss, Robert Legenstein, Wolfgang Maass. PLoS Comput Biol 2015
41
12

Synaptic Plasticity Forms and Functions.
Jeffrey C Magee, Christine Grienberger. Annu Rev Neurosci 2020
75
6

Pyramidal neuron as two-layer neural network.
Panayiota Poirazi, Terrence Brannon, Bartlett W Mel. Neuron 2003
375
5

Causes and consequences of representational drift.
Michael E Rule, Timothy O'Leary, Christopher D Harvey. Curr Opin Neurobiol 2019
34
11

What Learning Systems do Intelligent Agents Need? Complementary Learning Systems Theory Updated.
Dharshan Kumaran, Demis Hassabis, James L McClelland. Trends Cogn Sci 2016
141
4

Toward an Integration of Deep Learning and Neuroscience.
Adam H Marblestone, Greg Wayne, Konrad P Kording. Front Comput Neurosci 2016
171
4

Clinical applications of continual learning machine learning.
Cecilia S Lee, Aaron Y Lee. Lancet Digit Health 2020
35
11

Computational principles of synaptic memory consolidation.
Marcus K Benna, Stefano Fusi. Nat Neurosci 2016
60
6


Hippocampal replay is not a simple function of experience.
Anoopum S Gupta, Matthijs A A van der Meer, David S Touretzky, A David Redish. Neuron 2010
333
4

Sleep promotes branch-specific formation of dendritic spines after learning.
Guang Yang, Cora Sau Wan Lai, Joseph Cichon, Lei Ma, Wei Li, Wen-Biao Gan. Science 2014
313
4

Distinct Eligibility Traces for LTP and LTD in Cortical Synapses.
Kaiwen He, Marco Huertas, Su Z Hong, XiaoXiu Tie, Johannes W Hell, Harel Shouval, Alfredo Kirkwood. Neuron 2015
90
4

Behavioral time scale synaptic plasticity underlies CA1 place fields.
Katie C Bittner, Aaron D Milstein, Christine Grienberger, Sandro Romani, Jeffrey C Magee. Science 2017
197
4

A Dynamic Connectome Supports the Emergence of Stable Computational Function of Neural Circuits through Reward-Based Learning.
David Kappel, Robert Legenstein, Stefan Habenschuss, Michael Hsieh, Wolfgang Maass. eNeuro 2018
29
13


A critical time window for dopamine actions on the structural plasticity of dendritic spines.
Sho Yagishita, Akiko Hayashi-Takagi, Graham C R Ellis-Davies, Hidetoshi Urakubo, Shin Ishii, Haruo Kasai. Science 2014
277
4


Towards deep learning with segregated dendrites.
Jordan Guerguiev, Timothy P Lillicrap, Blake A Richards. Elife 2017
108
4


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
134
4

Embracing Change: Continual Learning in Deep Neural Networks.
Raia Hadsell, Dushyant Rao, Andrei A Rusu, Razvan Pascanu. Trends Cogn Sci 2020
8
50

Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization.
German I Parisi, Jun Tani, Cornelius Weber, Stefan Wermter. Front Neurorobot 2018
8
50

A self-organising network that grows when required.
Stephen Marsland, Jonathan Shapiro, Ulrich Nehmzow. Neural Netw 2002
46
8

Toward Training Recurrent Neural Networks for Lifelong Learning.
Shagun Sodhani, Sarath Chandar, Yoshua Bengio. Neural Comput 2020
5
80


Real-time computing without stable states: a new framework for neural computation based on perturbations.
Wolfgang Maass, Thomas Natschläger, Henry Markram. Neural Comput 2002
799
4

Incremental learning from stream data.
Haibo He, Sheng Chen, Kang Li, Xin Xu. IEEE Trans Neural Netw 2011
22
13


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.