| Task representations in neural networks trained to perform many cognitive tasks GR Yang, MR Joglekar, HF Song, WT Newsome, XJ Wang Nature neuroscience 22 (2), 297-306, 2019 | 535 | 2019 |
| Artificial neural networks for neuroscientists: a primer GR Yang, XJ Wang Neuron 107 (6), 1048-1070, 2020 | 338 | 2020 |
| Brain-wide maps reveal stereotyped cell-type-based cortical architecture and subcortical sexual dimorphism Y Kim*, GR Yang*, K Pradhan, KU Venkataraju, M Bota, LCG del Molino, ... Cell 171 (2), 456-469. e22, 2017 | 336 | 2017 |
| Training excitatory-inhibitory recurrent neural networks for cognitive tasks: a simple and flexible framework HF Song*, GR Yang*, XJ Wang PLoS computational biology 12 (2), e1004792, 2016 | 277 | 2016 |
| Circuit mechanisms for the maintenance and manipulation of information in working memory NY Masse, GR Yang, HF Song, XJ Wang, DJ Freedman Nature neuroscience 22 (7), 1159-1167, 2019 | 209 | 2019 |
| Reward-based training of recurrent neural networks for cognitive and value-based tasks HF Song, GR Yang, XJ Wang Elife 6, e21492, 2017 | 167 | 2017 |
| A dendritic disinhibitory circuit mechanism for pathway-specific gating GR Yang, JD Murray, XJ Wang Nature communications 7 (1), 12815, 2016 | 152 | 2016 |
| Inter-areal balanced amplification enhances signal propagation in a large-scale circuit model of the primate cortex MR Joglekar, JF Mejias, GR Yang, XJ Wang Neuron 98 (1), 222-234. e8, 2018 | 143 | 2018 |
| A disinhibitory circuit motif and flexible information routing in the brain XJ Wang, GR Yang Current opinion in neurobiology 49, 75-83, 2018 | 83 | 2018 |
| Paradoxical response reversal of top-down modulation in cortical circuits with three interneuron types LC Garcia del Molino, GR Yang, JF Mejias, XJ Wang Elife 6, e29742, 2017 | 60 | 2017 |
| A dataset and architecture for visual reasoning with a working memory GR Yang*, I Ganichev*, XJ Wang, J Shlens, D Sussillo European Conference on Computer Vision, 729-745, 2018 | 56 | 2018 |
| How to study the neural mechanisms of multiple tasks GR Yang, MW Cole, K Rajan Current opinion in behavioral sciences 29, 134-143, 2019 | 55 | 2019 |
| Constructing neural network models from brain data reveals representational transformations linked to adaptive behavior T Ito, GR Yang, P Laurent, DH Schultz, MW Cole Nature communications 13 (1), 673, 2022 | 51* | 2022 |
| Evolving the olfactory system with machine learning PY Wang, Y Sun, R Axel, LF Abbott, GR Yang Neuron 109 (23), 3879-3892. e5, 2021 | 48 | 2021 |
| Towards the next generation of recurrent network models for cognitive neuroscience GR Yang, M Molano-Mazón Current opinion in neurobiology 70, 182-192, 2021 | 44 | 2021 |
| Meta-learning synaptic plasticity and memory addressing for continual familiarity detection D Tyulmankov, GR Yang, LF Abbott Neuron 110 (3), 544-557. e8, 2022 | 40 | 2022 |
| Biological learning in key-value memory networks D Tyulmankov*, C Fang*, A Vadaparty, GR Yang Thirty-Fifth Conference on Neural Information Processing Systems, 2021 | 37 | 2021 |
| Recurrent networks endowed with structural priors explain suboptimal animal behavior M Molano-Mazón, Y Shao, D Duque, GR Yang, S Ostojic, J De La Rocha Current Biology 33 (4), 622-638. e7, 2023 | 21 | 2023 |
| Lyfe agents: Generative agents for low-cost real-time social interactions Z Kaiya, M Naim, J Kondic, M Cortes, J Ge, S Luo, GR Yang, A Ahn arXiv preprint arXiv:2310.02172, 2023 | 18 | 2023 |
| NeuroGym: An open resource for developing and sharing neuroscience tasks M Molano-Mazon, J Barbosa, J Pastor-Ciurana, M Fradera, RY Zhang, ... PsyArXiv, 2022 | 16 | 2022 |
Xiao-Jing WangGlobal Professor of Neural Science, New York UniversityVerified email at nyu.edu
