Neil Rabinowitz
Neil Rabinowitz
DeepMind
Verified email at google.com
TitleCited byYear
Overcoming catastrophic forgetting in neural networks
J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ...
arXiv preprint, 2016
6412016
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint, 2016
4102016
Contrast gain control in auditory cortex
NC Rabinowitz, BDB Willmore, JWH Schnupp, AJ King
Neuron 70 (6), 1178-1191, 2011
1492011
Vector-based navigation using grid-like representations in artificial agents
A Banino, C Barry, B Uria, C Blundell, T Lillicrap, P Mirowski, A Pritzel, ...
Nature 557 (7705), 429, 2018
1182018
Neural scene representation and rendering
SMA Eslami, DJ Rezende, F Besse, F Viola, AS Morcos, M Garnelo, ...
Science 360 (6394), 1204-1210, 2018
1172018
The predictron: End-to-end learning and planning
D Silver, H van Hasselt, M Hessel, T Schaul, A Guez, T Harley, ...
Proceedings of the 34th International Conference on Machine Learning-Volume …, 2017
1042017
Attention stabilizes the shared gain of V4 populations
NC Rabinowitz, RL Goris, M Cohen, EP Simoncelli
Elife 4, e08998, 2015
932015
On the importance of single directions for generalization
AS Morcos, DGT Barrett, NC Rabinowitz, M Botvinick
arXiv preprint arXiv:1803.06959, 2018
722018
The laminar and temporal structure of stimulus information in the phase of field potentials of auditory cortex
FD Szymanski, NC Rabinowitz, C Magri, S Panzeri, JWH Schnupp
Journal of Neuroscience 31 (44), 15787-15801, 2011
662011
Constructing noise-invariant representations of sound in the auditory pathway
NC Rabinowitz, BDB Willmore, AJ King, JWH Schnupp
PLoS biology 11 (11), e1001710, 2013
632013
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning
M Jaderberg, WM Czarnecki, I Dunning, L Marris, G Lever, AG Castaneda, ...
arXiv preprint arXiv:1807.01281, 2018
622018
Machine Theory of Mind
NC Rabinowitz, F Perbet, HF Song, C Zhang, SM Eslami, M Botvinick
arXiv preprint arXiv:1802.07740, 2018
602018
Spectrotemporal Contrast Kernels for Neurons in Primary Auditory Cortex
NC Rabinowitz, BDB Willmore, JWH Schnupp, AJ King
The Journal of Neuroscience 32 (33), 11271-11284, 2012
482012
Stimulus dependent diversity and stereotypy in the output of an olfactory functional unit
EM Arneodo, KB Penikis, N Rabinowitz, A Licata, A Cichy, J Zhang, ...
Nature communications 9 (1), 1347, 2018
132018
Building machines that learn and think for themselves
M Botvinick, DGT Barrett, P Battaglia, N de Freitas, D Kumaran, JZ Leibo, ...
Behavioral and Brain Sciences 40, 2017
102017
Human-level performance in 3D multiplayer games with population-based reinforcement learning
M Jaderberg, WM Czarnecki, I Dunning, L Marris, G Lever, AG Castañeda, ...
Science 364 (6443), 859-865, 2019
82019
Auditory Perception: Hearing the Texture of Sounds
NC Rabinowitz, AJ King
Current Biology 21 (23), R967-R968, 2011
72011
Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017
M Botvinick, DGT Barrett, P Battaglia, N de Freitas, D Kumaran, JZ Leibo, ...
arXiv preprint arXiv:1711.08378, 2017
62017
A model of sensory neural responses in the presence of unknown modulatory inputs
NC Rabinowitz, RLT Goris, J Ballé, EP Simoncelli
arXiv preprint arXiv:1507.01497, 2015
62015
Relational Forward Models for Multi-Agent Learning
A Tacchetti, HF Song, PAM Mediano, V Zambaldi, NC Rabinowitz, ...
arXiv preprint arXiv:1809.11044, 2018
52018
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Articles 1–20