Anne Draelos, PhD
Assistant Professor of Biomedical Engineering
Assistant Professor of Computational Medicine and Bioinformatics
Ann Arbor
MI
48105,
[email protected]

Available to mentor
Anne Draelos, PhD
Assistant Professor
  • Qualifications
  • Center Memberships
  • Research Overview
  • Links
  • Recent Publications
    • Qualifications
    • Postdoctoral Associate
      Duke University, Neurobiology, 2022
    • PhD in Physics
      Duke University, USA, 2018
    • MS in Electrical & Computer Engineering
      Duke University, USA, 2018
    • BS in Physics
      North Carolina State University, USA, 2012
    • BS in Computer Science
      North Carolina State Univesity, USA, 2012
    Center Memberships
    • Center Member
      e-Health and Artificial Intelligence Initiative
    Research Overview

    Machine learning and statistical techniques to facilitate real-time analysis of high-dimensional neural and behavioral data.

    Links
    • http://draeloslab.org/
    Recent Publications See All Publications
    • Preprint
      Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces
      Cubillos LH, Revach G, Mender MJ, Costello JT, Temmar H, Hite A, Zutshi D, Wallace DM, Ni X, Kelberman MM, Willsey MS, van Sloun RJG, Shlezinger N, Patil P, Draelos A, Chestek CA. bioRxiv, DOI:10.1101/2024.10.03.616126
    • Preprint
      Single unit electrophysiology recordings and computational modeling can predict octopus arm movement.
      Gedela NSS, Salim S, Radawiec RD, Richie J, Chestek C, Draelos A, Pelled G. 2024 Sep 19; DOI:10.1101/2024.09.13.612676
      PMID: 39345497
    • Preprint
      Bubblewrap: Online tiling and real-time flow prediction on neural manifolds
      Draelos A, Gupta P, Jun NY, Sriworarat C, Pearson J. 2021 Aug 31; arXiv, DOI:10.48550/arxiv.2108.13941
    • Preprint
      improv: A software platform for real-time and adaptive neuroscience experiments
      Draelos A, Loring MD, Nikitchenko M, Sriworarat C, Gupta P, Sprague DY, Pnevmatikakis E, Giovannucci A, Benster T, Deisseroth K, Pearson JM, Naumann EA. bioRxiv, DOI:10.1101/2021.02.22.432006
    • Journal Article
      Bubblewrap: Online tiling and real-time flow prediction on neural manifolds.
      Draelos A, Gupta P, Jun NY, Sriworarat C, Pearson J. Adv Neural Inf Process Syst, 2021 Dec; 34: 6062 - 6074.
      PMID: 35785106
    • Journal Article
      Interference of chiral Andreev edge states
      Zhao L, Arnault EG, Bondarev A, Seredinski A, Larson TFQ, Draelos AW, Li H, Watanabe K, Taniguchi T, Amet F, Baranger HU, Finkelstein G. Nature Physics, 2020 Aug 1; 16 (8): 862 - 867. DOI:10.1038/s41567-020-0898-5
    • Preprint
      Online neural connectivity estimation with ensemble stimulation
      Draelos A, Naumann EA, Pearson JM. 2020 Jul 27; arXiv, DOI:10.48550/arxiv.2007.13911
    • Journal Article
      Online neural connectivity estimation with noisy group testing
      Draelos A, Pearson JM. Advances in Neural Information Processing Systems, 2020 Jan 1; 2020-December:
    Featured News & Stories
    Department News
    DCMB welcomes new faculty
    DCMB welcomes eight new faculty in 2022-2023.
    Department News
    DCMB welcomes Anne Draelos, PhD
    DCMB welcomes Anne Draelos, PhD