Search Results - "Moehlis, Jeff"
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Optimal phase control of biological oscillators using augmented phase reduction
Published in Biological cybernetics (01-04-2019)“…We develop a novel optimal control algorithm to change the phase of an oscillator using a minimum energy input, which also minimizes the oscillator’s…”
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2
Phase distribution control of a population of oscillators
Published in Physica. D (01-11-2019)“…The collective behavior of biological oscillators has been recognized as an important problem for several decades, but its control has come into limelight only…”
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3
Improving the precision of noisy oscillators
Published in Physica. D (01-04-2014)“…We consider how the period of an oscillator is affected by white noise, with special attention given to the cases of additive noise and parameter fluctuations…”
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Clustered Desynchronization from High-Frequency Deep Brain Stimulation
Published in PLoS computational biology (01-12-2015)“…While high-frequency deep brain stimulation is a well established treatment for Parkinson's disease, its underlying mechanisms remain elusive. Here, we show…”
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Leveraging deep learning to control neural oscillators
Published in Biological cybernetics (01-06-2021)“…Modulation of the firing times of neural oscillators has long been an important control objective, with applications including Parkinson’s disease, Tourette’s…”
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A broadband vibrational energy harvester
Published in Applied physics letters (18-06-2012)“…We propose a design for an energy harvester which has the potential to harvest vibrational energy over a broad range of ambient frequencies. The device uses…”
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The Physics of Optimal Decision Making: A Formal Analysis of Models of Performance in Two-Alternative Forced-Choice Tasks
Published in Psychological review (01-10-2006)“…In this article, the authors consider optimal decision making in two-alternative forced-choice (TAFC) tasks. They begin by analyzing 6 models of TAFC decision…”
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Extending Phase Reduction to Excitable Media: Theory and Applications
Published in SIAM review (01-01-2015)“…Phase reduction methods have been tremendously useful for understanding the dynamics of nonlinear oscillators, but have been difficult to extend to systems…”
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Analysis of neural clusters due to deep brain stimulation pulses
Published in Biological cybernetics (01-12-2020)“…Deep brain stimulation (DBS) is an established method for treating pathological conditions such as Parkinson’s disease, dystonia, Tourette syndrome, and…”
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Spatiotemporal control to eliminate cardiac alternans using isostable reduction
Published in Physica. D (01-03-2017)“…Cardiac alternans, an arrhythmia characterized by a beat-to-beat alternation of cardiac action potential durations, is widely believed to facilitate the…”
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An Energy-Optimal Approach for Entrainment of Uncertain Circadian Oscillators
Published in Biophysical journal (07-10-2014)“…We develop an approach to find an energy-optimal stimulus that entrains an ensemble of uncertain, uncoupled limit cycle oscillators. Furthermore, when…”
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12
Toward a More Efficient Implementation of Antifibrillation Pacing
Published in PloS one (08-07-2016)“…We devise a methodology to determine an optimal pattern of inputs to synchronize firing patterns of cardiac cells which only requires the ability to measure…”
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Phasic Burst Stimulation: A Closed-Loop Approach to Tuning Deep Brain Stimulation Parameters for Parkinson's Disease
Published in PLoS computational biology (01-07-2016)“…We propose a novel, closed-loop approach to tuning deep brain stimulation (DBS) for Parkinson's disease (PD). The approach, termed Phasic Burst Stimulation…”
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14
On the phase reduction and response dynamics of neural oscillator populations
Published in Neural computation (01-04-2004)“…We undertake a probabilistic analysis of the response of repetitively firing neural populations to simple pulselike stimuli. Recalling and extending results…”
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15
Single input optimal control for globally coupled neuron networks
Published in Journal of neural engineering (01-12-2011)“…We consider the problem of desynchronizing a network of synchronized, globally (all-to-all) coupled neurons using an input to a single neuron. This is done by…”
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16
Canards for a reduction of the Hodgkin-Huxley equations
Published in Journal of mathematical biology (01-02-2006)“…This paper shows that canards, which are periodic orbits for which the trajectory follows both the attracting and repelling part of a slow manifold, can exist…”
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17
Desynchronization of stochastically synchronized chemical oscillators
Published in Chaos (Woodbury, N.Y.) (01-12-2015)“…Experimental and theoretical studies are presented on the design of perturbations that enhance desynchronization in populations of oscillators that are…”
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Coarse-grained analysis of stochasticity-induced switching between collective motion states
Published in Proceedings of the National Academy of Sciences - PNAS (03-04-2007)“…A single animal group can display different types of collective motion at different times. For a one-dimensional individual-based model of self-organizing…”
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How the spatial position of individuals affects their influence on swarms: a numerical comparison of two popular swarm dynamics models
Published in PloS one (21-03-2013)“…Schools of fish and flocks of birds are examples of self-organized animal groups that arise through social interactions among individuals. We numerically study…”
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Generalized parametric resonance in electrostatically actuated microelectromechanical oscillators
Published in Journal of sound and vibration (01-10-2006)“…This paper investigates the dynamic response of a class of electrostatically driven microelectromechanical (MEM) oscillators. The particular systems of…”
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