3 papers
math.DS2020
Analysis of Neural Clusters due to Deep Brain Stimulation Pulses
Daniel Kuelbs, Jacob Dunefsky, Bharat Monga +1
Deep brain stimulation (DBS) is an established method for treating pathological conditions such as Parkinson's disease, dystonia, Tourette syndrome, and essential tremor. While the…
math.DS2020
Augmented Phase Reduction for Periodic Orbits Near a Homoclinic Bifurcation and for Relaxation Oscillators
Bharat Monga, Jeff Moehlis
Oscillators - dynamical systems with stable periodic orbits - arise in many systems of physical, technological, and biological interest. The standard phase reduction, a model reduc…
math.OC2019
Supervised Learning Algorithms for Controlling Underactuated Dynamical Systems
Bharat Monga, Jeff Moehlis
Control of underactuated dynamical systems has been studied for decades in robotics, and is now emerging in other fields such as neuroscience. Most of the advances have been in mod…