| Fast animal pose estimation using deep neural networks TD Pereira, DE Aldarondo, L Willmore, M Kislin, SSH Wang, M Murthy, ... Nature methods 16 (1), 117-125, 2019 | 516 | 2019 |
| SLEAP: A deep learning system for multi-animal pose tracking TD Pereira, N Tabris, A Matsliah, DM Turner, J Li, S Ravindranath, ... Nature Methods, 1-10, 2022 | 255* | 2022 |
| Cerebellar granule cells acquire a widespread predictive feedback signal during motor learning A Giovannucci, A Badura, B Deverett, F Najafi, TD Pereira, Z Gao, I Ozden, ... Nature neuroscience 20 (5), 727-734, 2017 | 194 | 2017 |
| Quantifying behavior to understand the brain TD Pereira, JW Shaevitz, M Murthy Nature neuroscience 23 (12), 1537-1549, 2020 | 167 | 2020 |
| Normal cognitive and social development require posterior cerebellar activity A Badura, JL Verpeut, JW Metzger, TD Pereira, TJ Pisano, B Deverett, ... eLife 7, e36401, 2018 | 154 | 2018 |
| Discovery of a new song mode in Drosophila reveals hidden structure in the sensory and neural drivers of behavior J Clemens, P Coen, FA Roemschied, TD Pereira, D Mazumder, ... Current Biology 28 (15), 2400-2412. e6, 2018 | 65 | 2018 |
| The neural basis for a persistent internal state in Drosophila females D Deutsch, D Pacheco, L Encarnacion-Rivera, T Pereira, R Fathy, ... Elife 9, e59502, 2020 | 52 | 2020 |
| A machine-vision approach for automated pain measurement at millisecond timescales JM Jones, W Foster, CR Twomey, J Burdge, OM Ahmed, TD Pereira, ... Elife 9, e57258, 2020 | 46 | 2020 |
| Automated gesture tracking in head-fixed mice A Giovannucci, EA Pnevmatikakis, B Deverett, T Pereira, J Fondriest, ... Journal of neuroscience methods 300, 184-195, 2018 | 24 | 2018 |
| Isolation disrupts social interactions and destabilizes brain development in bumblebees ZY Wang, GC McKenzie-Smith, W Liu, HJ Cho, T Pereira, Z Dhanerawala, ... Current Biology 32 (12), 2754-2764. e5, 2022 | 20 | 2022 |
| Toward community-driven big open brain science: Open big data and tools for structure, function, and genetics AS Charles, B Falk, N Turner, TD Pereira, D Tward, BD Pedigo, J Chung, ... Annual review of neuroscience 43, 441-464, 2020 | 16 | 2020 |
| Keypoint-MoSeq: parsing behavior by linking point tracking to pose dynamics C Weinreb, MAM Osman, L Zhang, S Lin, J Pearl, S Annapragada, ... bioRxiv, 2023.03. 16.532307, 2023 | 15 | 2023 |
| A Bayesian inference method for the analysis of transcriptional regulatory networks in metagenomic data ET Hobbs, T Pereira, PK O’Neill, I Erill Algorithms for Molecular Biology 11, 1-11, 2016 | 14 | 2016 |
| Open-source tools for behavioral video analysis: Setup, methods, and best practices K Luxem, JJ Sun, SP Bradley, K Krishnan, E Yttri, J Zimmermann, ... Elife 12, e79305, 2023 | 13 | 2023 |
| Open-source tools for behavioral video analysis: setup, methods, and development K Luxem, JJ Sun, SP Bradley, K Krishnan, EA Yttri, J Zimmermann, ... arXiv preprint arXiv:2204.02842, 2022 | 11 | 2022 |
| To Fight or Not to Fight TD Pereira, M Murthy Neuron 95 (5), 986-988, 2017 | 10 | 2017 |
| Inexpensive Multipatient Respiratory Monitoring System for Helmet Ventilation During COVID-19 Pandemic Princeton Open Ventilation Monitor Collaboration, P Bourrianne, ... Journal of Medical Devices 16 (1), 011003, 2022 | 5 | 2022 |
| Fast estimation of plant growth dynamics using deep neural networks GEC Gall, TD Pereira, A Jordan, Y Meroz Plant Methods 18 (1), 1-11, 2022 | 3 | 2022 |
| Automated system to measure multi-animal body part dynamics JW Shaevitz, M Murthy, TD Pereira, DE Aldarondo US Patent App. 17/282,818, 2021 | 1 | 2021 |
| Quantifying Behavior Using Deep Learning L Maree, E Leonardis, S Gepshtein, T Albright, K Hitchcock, N Andrews, ... Biological Psychiatry 93 (9), S7, 2023 | | 2023 |
Mala MurthyProfessor of Neuroscience, Princeton UniversityVerified email at princeton.edu
