A list of my publications is provided here.

2021

• TRAKR - A reservoir-based tool for fast and accurate classification of neural time-series patterns

• Modulation of beta bursts in subthalamic sensorimotor circuits predicts improvement in bradykinesia

2020​

• Perspective: Evolution of Control Variables and Policies for Closed-Loop Deep Brain Stimulation for Parkinson’s Disease Using Bidirectional Deep-Brain-Computer Interfaces

• ​Neural closed-loop deep brain stimulation for freezing of gait

2019

• ​Proceedings# 61: Subthalamic Neural Closed-loop Deep Brain Stimulation for Bradykinesia in Parkinson's Disease

• Dual threshold neural closed loop deep brain stimulation in Parkinson disease patients

• Abstract# 96: Subthalamic Neural Closed-loop Deep Brain Stimulation for Bradykinesia in Parkinson's Disease

• Neural closed-loop deep brain stimulation for freezing of gait

2018

• Neuromodulation targets pathological not physiological beta bursts during gait in Parkinson's disease

• Neural and kinematic features of different forward walking tasks in Parkinson’s disease

• Sixty hertz subthalamic deep brain stimulation improves freezing of gait with less attenuation of beta band power than 140Hz stimulation (P4.071)

• Efficacy of Subthalamic Neural Closed-loop Deep Brain Stimulation for Bradykinesia in Parkinson’s Disease (P4.053)

2017

• Subthalamic neural entropy is a feature of freezing of gait in freely moving people with Parkinson's disease

2016

• Reliable storage and recall of aperiodic spatiotemporal activity patterns using scaffolded attractors

• Robust Encoding of Aperiodic Spatiotemporal Activity Patterns in Recurrent Neural Networks

​