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, Northwestern University
… → 1990
Research interests
- Movement Control
- Neural Engineering
- Neuroscience
- Spinal Cord Injury
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Grants
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Collaborative Research: NCS-FO: Discovering dynamics in massive-scale neural datasets using machine learning
10/1/18 → 9/30/21
Project: Research project
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A primate model of an intra-cortically controlled FES prosthesis for grasp
Miller, L. E., Perreault, E., Mussa-Ivaldi, F. & Solla, S. A.
National Institute of Neurological Disorders and Stroke
9/1/17 → 7/31/22
Project: Research project
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Pathophysiology and Rehabilitation of Neural Dysfunction
Kuiken, T. A., Kuiken, T. A., Miller, L. E., Miller, L. E. & Perreault, E.
National Institute of Child Health and Human Development
5/1/17 → 4/30/22
Project: Research project
Research Output
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A comprehensive model-based framework for optimal design of biomimetic patterns of electrical stimulation for prosthetic sensation
Kumaravelu, K., Tomlinson, T., Callier, T., Sombeck, J., Bensmaia, S. J., Miller, L. E. & Grill, W. M., Aug 2020, In: Journal of Neural Engineering. 17, 4, 046045.Research output: Contribution to journal › Article › peer-review
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Area 2 of primary somatosensory cortex encodes kinematics of the whole arm
Chowdhury, R. H., Glaser, J. I. & Miller, L. E., Jan 2020, In: eLife. 9, e48198.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
From unstable input to robust output
Wimalasena, L. N., Miller, L. E. & Pandarinath, C., Jul 1 2020, In: Nature Biomedical Engineering. 4, 7, p. 665-667 3 p.Research output: Contribution to journal › Comment/debate › peer-review
2 Scopus citations -
Long-term stability of cortical population dynamics underlying consistent behavior
Gallego, J. A., Perich, M. G., Chowdhury, R. H., Solla, S. A. & Miller, L. E., Feb 1 2020, In: Nature neuroscience. 23, 2, p. 260-270 11 p.Research output: Contribution to journal › Article › peer-review
21 Scopus citations -
Machine learning for neural decoding
Glaser, J. I., Benjamin, A. S., Chowdhury, R. H., Perich, M. G., Miller, L. E. & Kording, K. P., Jul 1 2020, In: eNeuro. 7, 4, p. 1-16 16 p., ENEURO.0506-19.2020.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations