Gamaleldin Elsayed
Gamaleldin Elsayed
Research Scientist, Google Research, Brain Team
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Adversarial examples that fool both computer vision and time-limited humans
GF Elsayed, S Shankar, B Cheung, N Papernot, A Kurakin, I Goodfellow, ...
arXiv preprint arXiv:1802.08195, 2018
2232018
Reorganization between preparatory and movement population responses in motor cortex
GF Elsayed, AH Lara, MT Kaufman, MM Churchland, JP Cunningham
Nature communications 7 (1), 1-15, 2016
1632016
Large margin deep networks for classification
GF Elsayed, D Krishnan, H Mobahi, K Regan, S Bengio
arXiv preprint arXiv:1803.05598, 2018
1192018
Structure in neural population recordings: an expected byproduct of simpler phenomena?
GF Elsayed, JP Cunningham
Nature neuroscience 20 (9), 1310, 2017
692017
Behaviorally selective engagement of short-latency effector pathways by motor cortex
A Miri, CL Warriner, JS Seely, GF Elsayed, JP Cunningham, ...
Neuron 95 (3), 683-696. e11, 2017
642017
Adversarial reprogramming of neural networks
GF Elsayed, I Goodfellow, J Sohl-Dickstein
arXiv preprint arXiv:1806.11146, 2018
472018
Conservation of preparatory neural events in monkey motor cortex regardless of how movement is initiated
AH Lara, GF Elsayed, AJ Zimnik, JP Cunningham, MM Churchland
Elife 7, e31826, 2018
432018
Excitatory and inhibitory subnetworks are equally selective during decision-making and emerge simultaneously during learning
F Najafi, GF Elsayed, R Cao, E Pnevmatikakis, PE Latham, ...
Neuron 105 (1), 165-179. e8, 2020
37*2020
Saccader: improving accuracy of hard attention models for vision
GF Elsayed, S Kornblith, QV Le
arXiv preprint arXiv:1908.07644, 2019
162019
Revisiting spatial invariance with low-rank local connectivity
G Elsayed, P Ramachandran, J Shlens, S Kornblith
International Conference on Machine Learning, 2868-2879, 2020
72020
Value and choice as separable and stable representations in orbitofrontal cortex
DL Kimmel, GF Elsayed, JP Cunningham, WT Newsome
Nature communications 11 (1), 1-19, 2020
62020
Encoding of value and choice as separable, dynamic neural dimensions in orbitofrontal cortex
D Kimmel, GF Elsayed, JP Cunningham, W Newsome
Society for Neuroeconomics annual meeting, 2016
42016
Addressing the Real-world Class Imbalance Problem in Dermatology
WH Weng, J Deaton, V Natarajan, GF Elsayed, Y Liu
Machine Learning for Health, 415-429, 2020
12020
Conservation of preparatory neural events regardless of how movement is initiated
AH Lara, GF Elsayed, JP Cunningham, MM Churchland
BioRxiv, 189035, 2017
12017
Accurate and Interpretable Classification with Hard Attention
G Elsayed, S Kornblith, QV Le
US Patent App. 15/931,106, 2020
2020
Excitatory and inhibitory neural populations coordinate to drive decisions in both novice and expert subjects
F Najafi, A Churchland, GF Elsayed, E Pnevmatikakis, JP Cunningham
Cosyne Abstracts 2017, Salt Lake City USA., 2018
2018
Identification and Validation of Structures in Neural Population Responses
GF Elsayed
Columbia University, 2017
2017
Motor cortex engages output circuits in a behaviorally-selective manner
A Miri, CL Warriner, JS Seely, GF Elsayed, LF Abbott, JP Cunningham, ...
Cosyne Abstracts 2017, Salt Lake City USA., 2017
2017
Single-trial decision can be predicted from population activity of excitatory and inhibitor neurons
F Najafi, GF Elsayed, E Pnevmatikakis, JP Cunningham, A Churchland
Cosyne Abstracts 2017, Salt Lake City USA., 2017
2017
Time-course of cortical motor preparation during self-paced reaches
AJ Zimnik, AH Lara, GF Elsayed, JP Cunningham, MM Churchland
Society for Neuroscience annual meeting, 2016
2016
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Articles 1–20