Warren M. Grill
Director, Center for Neural Engineering & Neurotechnology
Edmund T. Pratt, Jr. School Distinguished Professor of Biomedical Engineering
Overview
Our research employs engineering approaches to understand and control neural function. We work on fundamental questions and applied development in electrical stimulation of the nervous system to restore function to individuals with neurological impairment or injury.
Current projects include:
• understanding the mechanisms of and developing advanced approaches to deep brain stimulation to treat movement disorders,
• developing novel approaches to peripheral nerve electrical stimulation for restoration of bladder function,
• understanding the mechanisms of and developing advanced approaches to spinal cord stimulation to treat chronic pain,
• understanding and controlling the cellular effects of transcranial magnetic stimulation, and
• design of novel electrodes and waveforms for selective stimulation of the nervous system.
Selected Grants
NeuroSimNIBS: Integrated electric field and neuronal response modeling for transcranial electric and magnetic stimulation awarded by National Institutes of Health (Co-Principal Investigator). 2022 to 2027
Deep Brain Stimulation Evoked Potentials (SRA2) awarded by Boston Scientific Corporation (Principal Investigator). 2021 to 2026
Rational Design of TMS for Neuromodulation awarded by National Institutes of Health (Co Investigator). 2020 to 2025
Duke Women's Reproductive Health Research Scholars awarded by National Institutes of Health (Mentor). 2020 to 2025
NINDS Research Education Programs for Residents and Fellows in Neurosurgery awarded by National Institutes of Health (Mentor). 2009 to 2025
MPS-TMS: Modular Pulse Synthesizer for Transcranial Magnetic Stimulation with Fully Adjustable Pulse Shape and Sequence awarded by National Institutes of Health (Co Investigator). 2020 to 2024
SC200190 - "Chronic Studies of Spinal Cord Stimulation for Restoration of Bladder Function" awarded by United States Army Medical Research Acquisition Activity (Principal Investigator). 2021 to 2024
Neurobiology Training Program awarded by National Institutes of Health (Mentor). 2019 to 2024
Computational Tools for Improving Stereo-EEG Implantation and Resection Surgery awarded by National Institutes of Health (Principal Investigator). 2022 to 2023
Predicting Urinary Continence Status with Sacral Neuromodulation and Botulinum Toxin Treatments awarded by National Institutes of Health (Co-Mentor). 2020 to 2023
Pages
Hokanson, J. A., et al. “Neuroprosthetic control of lower urinary tract function.” Neuroprosthetics: Theory and Practice: Second Edition, 2017, pp. 537–65. Scopus, doi:10.1142/9789813207158_0017. Full Text
Howell, B., and W. M. Grill. “Design of electrodes for stimulation and recording.” Implantable Neuroprostheses for Restoring Function, 2015, pp. 59–93. Scopus, doi:10.1016/B978-1-78242-101-6.00004-5. Full Text
Howell, Bryan, and Warren M. Grill. “Computational Models to Optimize the Electrodes and Waveforms for Deep Brain Stimulation.” Encyclopedia of Computational Neuroscience, Springer New York, 2014, pp. 1–5. Crossref, doi:10.1007/978-1-4614-7320-6_366-1. Full Text
Medina, Leonel E., and Warren M. Grill. “Mammalian Motor Nerve Fibers, Models of.” Encyclopedia of Computational Neuroscience, Springer New York, 2014, pp. 1–4. Crossref, doi:10.1007/978-1-4614-7320-6_369-2. Full Text
McGee, Meredith, and Warren M. Grill. “Methodologies for the Restoration of Bladder and Bowel Functions.” Encyclopedia of Computational Neuroscience, Springer New York, 2013, pp. 1–6. Crossref, doi:10.1007/978-1-4614-7320-6_589-5. Full Text
Grill, W. M. “Signal considerations for chronically implanted electrodes for brain interfacing.” Indwelling Neural Implants: Strategies for Contending with the in Vivo Environment, 2007, pp. 41–61.
Lee, D. C., et al. “Extracellular electrical stimulation of central neurons: Quantitative studies.” Handbook of Neuroprosthetic Methods, 2002, pp. 95–125.
Sombeck, Joseph T., et al. “Characterizing the short-latency evoked response to intracortical microstimulation across a multi-electrode array.” J Neural Eng, vol. 19, no. 2, Apr. 2022. Pubmed, doi:10.1088/1741-2552/ac63e8. Full Text
Goetz, Stefan M., et al. “Isolating two sources of variability of subcortical stimulation to quantify fluctuations of corticospinal tract excitability.” Clin Neurophysiol, vol. 138, Feb. 2022, pp. 134–42. Pubmed, doi:10.1016/j.clinph.2022.02.009. Full Text
Kumaravelu, Karthik, et al. “Stoney vs. Histed: Quantifying the spatial effects of intracortical microstimulation.” Brain Stimulation, vol. 15, no. 1, Jan. 2022, pp. 141–51. Epmc, doi:10.1016/j.brs.2021.11.015. Full Text
Gonzalez, Eric J., et al. “Dysfunctional voiding behavior and impaired muscle contractility in a rat model of detrusor underactivity.” Neurourology and Urodynamics, vol. 40, no. 8, Nov. 2021, pp. 1889–99. Epmc, doi:10.1002/nau.24777. Full Text
Musselman, Eric D., et al. “ASCENT (Automated Simulations to Characterize Electrical Nerve Thresholds): A pipeline for sample-specific computational modeling of electrical stimulation of peripheral nerves.” Plos Computational Biology, vol. 17, no. 9, Sept. 2021, p. e1009285. Epmc, doi:10.1371/journal.pcbi.1009285. Full Text
Langdale, Christopher L., et al. “Voiding behavior in awake unrestrained untethered spontaneously hypertensive and Wistar control rats.” American Journal of Physiology. Renal Physiology, vol. 321, no. 2, Aug. 2021, pp. F195–206. Epmc, doi:10.1152/ajprenal.00564.2020. Full Text
Settell, Megan L., et al. “Corrigendum: Functional vagotopy in the cervical vagus nerve of the domestic pig: implications for the study of vagus nerve stimulation (2020J. Neural Eng.17 026022).” Journal of Neural Engineering, vol. 18, no. 4, June 2021. Epmc, doi:10.1088/1741-2552/ac01ff. Full Text
Barth, Bradley B., et al. “Control of colonic motility using electrical stimulation to modulate enteric neural activity.” American Journal of Physiology. Gastrointestinal and Liver Physiology, vol. 320, no. 4, Apr. 2021, pp. G675–87. Epmc, doi:10.1152/ajpgi.00463.2020. Full Text
Schmidt, Stephen L., and Warren M. Grill. “Levodopa-Induced Dyskinesia Is Mediated by Cortical Gamma Oscillations in Experimental Parkinsonism.” Movement Disorders : Official Journal of the Movement Disorder Society, vol. 36, no. 4, Apr. 2021, pp. 1044–45. Epmc, doi:10.1002/mds.28578. Full Text
Peña, Edgar, et al. “Non-monotonic kilohertz frequency neural block thresholds arise from amplitude- and frequency-dependent charge imbalance.” Scientific Reports, vol. 11, no. 1, Mar. 2021, p. 5077. Epmc, doi:10.1038/s41598-021-84503-3. Full Text
Pages
Gao, Q., et al. “Model-based design of closed loop deep brain stimulation controller using reinforcement learning.” Proceedings 2020 Acm/Ieee 11th International Conference on Cyber Physical Systems, Iccps 2020, 2020, pp. 108–18. Scopus, doi:10.1109/ICCPS48487.2020.00018. Full Text
Jovanov, I., et al. “Platform for Model-Based Design and Testing for Deep Brain Stimulation.” Proceedings 9th Acm/Ieee International Conference on Cyber Physical Systems, Iccps 2018, 2018, pp. 263–74. Scopus, doi:10.1109/ICCPS.2018.00033. Full Text
Jovanov, I., et al. “Learning-Based Control Design for Deep Brain Stimulation.” Proceedings 9th Acm/Ieee International Conference on Cyber Physical Systems, Iccps 2018, 2018, pp. 349–50. Scopus, doi:10.1109/ICCPS.2018.00048. Full Text
Lubba, C., et al. “Real-time decoding of bladder pressure from pelvic nerve activity CP.” International Ieee/Embs Conference on Neural Engineering, Ner, 2017, pp. 617–20. Scopus, doi:10.1109/NER.2017.8008427. Full Text
Pelot, N. A., et al. “Modeling the response of small myelinated and unmyelinated axons to kilohertz frequency signals.” International Ieee/Embs Conference on Neural Engineering, Ner, vol. 2015-July, 2015, pp. 406–09. Scopus, doi:10.1109/NER.2015.7146645. Full Text
Medina, L. E., and W. M. Grill. “Phantom model of transcutaneous electrical stimulation with kilohertz signals.” International Ieee/Embs Conference on Neural Engineering, Ner, vol. 2015-July, 2015, pp. 430–33. Scopus, doi:10.1109/NER.2015.7146651. Full Text
Behrend, C. E., et al. “Quantification of beta activity with disease progression in EEG recordings in Parkinson's disease patients.” Movement Disorders, vol. 30, WILEY-BLACKWELL, 2015, pp. S31–S31.
Zhang, T. C., et al. “Network model of the effects of spinal cord stimulation.” International Ieee/Embs Conference on Neural Engineering, Ner, 2013, pp. 1123–26. Scopus, doi:10.1109/NER.2013.6696135. Full Text
Medina, L. E., and W. M. Grill. “Circuit and volume conductor models of transcutaneous electrical stimulation.” International Ieee/Embs Conference on Neural Engineering, Ner, 2013, pp. 1473–76. Scopus, doi:10.1109/NER.2013.6696223. Full Text
McConnell, G. C., and W. M. Grill. “Stimulation location within the substantia nigra pars reticulata differentially modulates gait in hemiparkinsonian rats.” International Ieee/Embs Conference on Neural Engineering, Ner, 2013, pp. 1210–13. Scopus, doi:10.1109/NER.2013.6696157. Full Text
Pages
Grill, Warren, and Guosheng Yi. Data and code from: Waveforms optimized to produce closed-state Na+ inactivation eliminate onset response in nerve conduction block. 19 May 2020. Manual, doi:10.7924/r4z31t79k. Full Text