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Jeff Moehlis
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Cited by
Year
Expressive Symbolic Regression for Interpretable Models of Discrete-Time Dynamical Systems
A Iyer, N Boddupalli, J Moehlis
arXiv preprint arXiv:2406.06585, 2024
2024
Symbolic regression via neural networks
N Boddupalli, T Matchen, J Moehlis
Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (8), 2023
42023
Computational principles of adaptive multisensory combination in the Drosophila larva
PH Wong, A Braun, D Malagarriga, J Moehlis, R Moreno-Bote, A Pouget, ...
bioRxiv, 2023.05. 04.539474, 2023
12023
Depolarization block in olfactory sensory neurons expands the dimensionality of odor encoding
D Tadres, PH Wong, T To, J Moehlis, M Louis
Science Advances 8 (50), eade7209, 2022
92022
Recent advances in the analysis and control of large populations of neural oscillators
D Wilson, J Moehlis
Annual Reviews in Control 54, 327-351, 2022
182022
Featured Review: Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
J Moehlis
SIAM REVIEW 63 (2), 419-423, 2021
2021
Leveraging deep learning to control neural oscillators
TD Matchen, J Moehlis
Biological Cybernetics 115 (3), 219-235, 2021
52021
Augmented phase reduction for periodic orbits near a homoclinic bifurcation and for relaxation oscillators
B Monga, J Moehlis
Nonlinear Theory and Its Applications, IEICE 12 (1), 103-116, 2021
52021
Analysis of neural clusters due to deep brain stimulation pulses
D Kuelbs, J Dunefsky, B Monga, J Moehlis
Biological Cybernetics 114, 589-607, 2020
92020
Supervised learning algorithms for controlling underactuated dynamical systems
B Monga, J Moehlis
Physica D: Nonlinear Phenomena 412, 132621, 2020
142020
Decoding collective communications using information theory tools
KR Pilkiewicz, BH Lemasson, MA Rowland, A Hein, J Sun, A Berdahl, ...
Journal of the Royal Society Interface 17 (164), 20190563, 2020
382020
Phase distribution control of a population of oscillators
B Monga, J Moehlis
Physica D: Nonlinear Phenomena 398, 115-129, 2019
202019
Utilizing Q-Learning to Optimize Deep Brain Stimulation in Parkinson’s Patients
R Kumar, T Matchen, J Moehlis
2019
Phase reduction and phase-based optimal control for biological systems: a tutorial
B Monga, D Wilson, T Matchen, J Moehlis
Biological cybernetics 113 (1), 11-46, 2019
1072019
Optimal phase control of biological oscillators using augmented phase reduction
B Monga, J Moehlis
Biological cybernetics 113 (1), 161-178, 2019
432019
Synchronization of heterogeneous oscillator populations in response to weak and strong coupling
D Wilson, S Faramarzi, J Moehlis, MR Tinsley, K Showalter
Chaos: An Interdisciplinary Journal of Nonlinear Science 28 (12), 2018
222018
Systems and methods for tuning closed-loop phasic burst stimulation based on a phase response curve
T Netoff, D Wilson, J Moehlis, AH Becker
US Patent 10,071,248, 2018
152018
Synchronizing and desynchronizing neural populations through phase distribution control
B Monga, G Froyland, J Moehlis
2018 Annual American Control Conference (ACC), 2808-2813, 2018
252018
Phase model-based neuron stabilization into arbitrary clusters
TD Matchen, J Moehlis
Journal of computational neuroscience 44, 363-378, 2018
142018
Real-time stabilization of neurons into clusters
T Matchen, J Moehlis
2017 American Control Conference (ACC), 2805-2810, 2017
92017
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Articles 1–20