Grants per year
Personal profile
Research Interests
The three fundamental goals of my research are the following: 1) To understand the nature of the brain's own signals -- the "language" in which movement commands are expressed by neurons in the central nervous system. 2) To understand the mechanisms by which these signals are produced -- the nature of the connections among networks of neurons, and the transformations that occur in the signals as they propagate throughout these networks. 3) To develop applications of these basic principles that could be of therapeutic value to human patients. Much of this work is done in collaboration with students and faculty from the Biomedical Engineering Department and the Interdepartmental Neuroscience Program (NUIN).
Training Experience
1992 | Postdoctoral Fellowship, University of Nijmegen |
Education/Academic qualification
PhD, Physiology, Northwestern University
… → 1990
Research interests keywords
- Movement Control
- Neural Engineering
- Neuroscience
- Spinal Cord Injury
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Collaborations and top research areas from the last five years
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Development of an EMG-controlled BCI for biomimetic control of hand movement in humans
National Institute of Neurological Disorders and Stroke
4/1/23 → 3/31/28
Project: Research project
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Pathophysiology and Rehabilitation of Neural Dysfunction
Perreault, E., Perreault, E., Hargrove, L. J., Hargrove, L. J., Miller, L. E., Miller, L. E., Roth, E. J. & Roth, E. J.
National Institute of Child Health and Human Development
5/1/22 → 4/30/27
Project: Research project
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Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles
Jude, J., Perich, M. G., Miller, L. E. & Hennig, M. H., 2023, In: Proceedings of Machine Learning Research. 197, p. 234-257 24 p.Research output: Contribution to journal › Conference article › peer-review
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From monkeys to humans: observation-basedEMGbrain-computer interface decoders for humans with paralysis
Rizzoglio, F., Altan, E., Ma, X., Bodkin, K. L., Dekleva, B. M., Solla, S. A., Kennedy, A. K. & Miller, L. E., Nov 1 2023, In: Journal of Neural Engineering. 20, 5Research output: Contribution to journal › Article › peer-review
Open Access -
Neurocognitive and motor-control challenges for the realization of bionic augmentation
Makin, T. R., Micera, S. & Miller, L. E., Apr 2023, In: Nature Biomedical Engineering. 7, 4, p. 344-348 5 p.Research output: Contribution to journal › Comment/debate › peer-review
1 Scopus citations -
Rapid adaptation of brain–computer interfaces to new neuronal ensembles or participants via generative modelling
Wen, S., Yin, A., Furlanello, T., Perich, M. G., Miller, L. E. & Itti, L., Apr 2023, In: Nature Biomedical Engineering. 7, 4, p. 546-558 13 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations -
Targeted Modulation of Human Brain Interregional Effective Connectivity With Spike-Timing Dependent Plasticity
Hernandez-Pavon, J. C., Schneider-Garces, N., Begnoche, J. P., Miller, L. E. & Raij, T. A., Jun 2023, In: Neuromodulation. 26, 4, p. 745-754 10 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations
Datasets
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Data from: Area 2 of primary somatosensory cortex encodes kinematics of the whole arm
Chowdhury, R. H. (Creator), Glaser, J. I. (Creator) & Miller, L. E. (Creator), Dryad, Jan 17 2020
DOI: 10.5061/dryad.nk98sf7q7, https://datadryad.org/stash/dataset/doi:10.5061/dryad.nk98sf7q7
Dataset
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Data from: Area 2 of primary somatosensory cortex encodes kinematics of the whole arm
Chowdhury, R. H. (Contributor), Glaser, J. I. (Contributor) & Miller, L. E. (Contributor), ZENODO, May 20 2022
DOI: 10.5061/dryad.nk98sf7q7, https://zenodo.org/record/5010943
Dataset
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Area2_Bump: macaque somatosensory area 2 spiking activity during reaching with perturbations
Miller, L. E. (Creator), Pei, F. (Contributor) & Chowdhury, R. (Contributor), DANDI Archive, 2022
DOI: 10.48324/dandi.000127/0.220113.0359, https://dandiarchive.org/dandiset/000127/0.220113.0359
Dataset
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Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner
Gallego-Carracedo, C. (Contributor), Perich, M. G. (Contributor), Chowdhury, R. H. (Contributor), Miller, L. E. (Contributor) & Gallego, J. A. (Contributor), ZENODO, Aug 29 2022
DOI: 10.5061/dryad.xd2547dkt, https://zenodo.org/record/7055668
Dataset
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Local field potentials reflect cortical population dynamics in a region-specific and frequency-dependent manner
Gallego-Carracedo, C. (Creator), Perich, M. G. (Creator), Chowdhury, R. H. (Creator), Miller, L. E. (Creator) & Gallego, J. A. (Creator), Dryad, Aug 16 2022
DOI: 10.5061/dryad.xd2547dkt, https://datadryad.org/stash/dataset/doi:10.5061/dryad.xd2547dkt
Dataset