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
4482016
Progressive neural networks
AA Rusu, NC Rabinowitz, G Desjardins, H Soyer, J Kirkpatrick, ...
arXiv preprint, 2016
3162016
Contrast gain control in auditory cortex
NC Rabinowitz, BDB Willmore, JWH Schnupp, AJ King
Neuron 70 (6), 1178-1191, 2011
1402011
Attention stabilizes the shared gain of V4 populations
NC Rabinowitz, RL Goris, M Cohen, EP Simoncelli
Elife 4, e08998, 2015
812015
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
772018
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
732017
Neural scene representation and rendering
SMA Eslami, DJ Rezende, F Besse, F Viola, AS Morcos, M Garnelo, ...
Science 360 (6394), 1204-1210, 2018
682018
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
612011
Constructing noise-invariant representations of sound in the auditory pathway
NC Rabinowitz, BDB Willmore, AJ King, JWH Schnupp
PLoS biology 11 (11), e1001710, 2013
572013
On the importance of single directions for generalization
AS Morcos, DGT Barrett, NC Rabinowitz, M Botvinick
arXiv preprint arXiv:1803.06959, 2018
482018
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
462012
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
372018
Machine Theory of Mind
NC Rabinowitz, F Perbet, HF Song, C Zhang, SM Eslami, M Botvinick
arXiv preprint arXiv:1802.07740, 2018
352018
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
122018
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
62017
Auditory Perception: Hearing the Texture of Sounds
NC Rabinowitz, AJ King
Current Biology 21 (23), R967-R968, 2011
62011
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
52015
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
42017
Learned Deformation Stability in Convolutional Neural Networks
A Ruderman, N Rabinowitz, AS Morcos, D Zoran
arXiv preprint arXiv:1804.04438, 2018
32018
Reply to Huszár: The elastic weight consolidation penalty is empirically valid
J Kirkpatrick, R Pascanu, N Rabinowitz, J Veness, G Desjardins, AA Rusu, ...
Proceedings of the National Academy of Sciences, 201800157, 2018
32018
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Articles 1–20