| Adversarial examples that fool both computer vision and time-limited humans G Elsayed, S Shankar, B Cheung, N Papernot, A Kurakin, I Goodfellow, ... Advances in neural information processing systems, 3910-3920, 2018 | 200 | 2018 |
| 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 | 145 | 2016 |
| Large margin deep networks for classification G Elsayed, D Krishnan, H Mobahi, K Regan, S Bengio Advances in neural information processing systems 31, 842-852, 2018 | 94 | 2018 |
| 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 | 63 | 2017 |
| Structure in neural population recordings: an expected byproduct of simpler phenomena? GF Elsayed, JP Cunningham Nature neuroscience 20 (9), 1310, 2017 | 61 | 2017 |
| 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 | 40 | 2018 |
| Adversarial reprogramming of neural networks GF Elsayed, I Goodfellow, J Sohl-Dickstein arXiv preprint arXiv:1806.11146, 2018 | 39 | 2018 |
| 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 | 27* | 2020 |
| Saccader: improving accuracy of hard attention models for vision G Elsayed, S Kornblith, QV Le Advances in Neural Information Processing Systems, 702-714, 2019 | 10 | 2019 |
| Revisiting Spatial Invariance with Low-Rank Local Connectivity GF Elsayed, P Ramachandran, J Shlens, S Kornblith arXiv preprint arXiv:2002.02959, 2020 | 4 | 2020 |
| 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 | 4 | 2016 |
| Value and choice as separable, stable representations in orbitofrontal cortex DL Kimmel, GF Elsayed, JP Cunningham, WT Newsome bioRxiv, 2019.12. 31.892109, 2020 | 3 | 2020 |
| 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 | | 2020 |
| Accurate and Interpretable Classification with Hard Attention G Elsayed, S Kornblith, QV Le US Patent App. 15/931,106, 2020 | | 2020 |
| Addressing the Real-world Class Imbalance Problem in Dermatology GF Elsayed, J Deaton, V Natarajan, WH Weng, Y Liu | | 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 |
John CunninghamAssociate Professor, Columbia UniversityVerified email at columbia.edu
