Schearer, Eric, PhD

Dr. SchearerResearch Statement

I develop control strategies for functional electrical stimulation to restore reaching movements in people with paralyzed arms due to cervical spinal cord injury. My work is inspired by the success of machine learning to produce control strategies in robotics. My current focus areas are:

  • Learning models of the response of the arm to electrical stimulation from force and motion data
  • Planning feasible movement trajectories given limitations in FES systems
  • Automatic improvement of FES control based on tactile feedback from a therapist or caregiver

Professional Affiliations

  • Investigator, Cleveland FES Center
  • Assistant Professor, Department of Mechanical Engineering, Cleveland State University, Cleveland, OH

Publications (Selected)

  • Schearer EM, Liao Y, Perreault EJ, Tresc, MC, Memberg W D, Kirsch RF, and Lynch KM, “Evaluation of a Semi-Parametric Model for High-Dimensional FES Control,” in 7th International IEEE EMBS Neural Engineering Conference, 2015 (accepted).
  • Schearer EM, Liao Y, Perreault EJ, Tresc, MC, Memberg W D, Kirsch RF, and Lynch KM, “Multi-Muscle FES Force Control of the Human Arm for Arbitrary Goals,” IEEE Transactions on Neural Systems and Rehabilitation Engineering, 22(3):1- 10, May 2014. doi:10.1109/TNSRE.2013.2282903 PMID: 24122573
  • Schearer EM, Liao Y, Perreault EJ, Tresc, MC, Memberg W D, Kirsch RF, and Lynch KM, “Identifying Inverse Human Arm Dynamics Using a Robotic Testbed,” in International Conference on Intelligent Robots and Systems, 2014. doi: 10.1109/IROS.2014.6943064
  • Schearer EM, Liao Y, Perreault EJ, Tresc, MC, Memberg W D, Kirsch RF, and Lynch KM, “System Identification for 3D Force Control of a Human Arm Neuroprosthesis using Functional Electrical Stimulation,” in International Conference on Robotics and Automation, 2012. doi:10.1109/ICRA.2012.6224981
  • Schearer EM, Liao Y, Perreault EJ, Tresc, MC, and Lynch KM, “Optimal Sampling of Recruitment Curves for Functional Electrical Stimulation Control,” in International Conference of the IEEE Engineering in Medicine & Biology Society, 2012. doi:10.1109/EMBC.2012.6345936 PMID:23365897

Research Programs

  • Model Learning and Planning for Control of Paralyzed Human Arms using Functional Electrical Stimulation

Contact Information

Contact Name: Eric Schearer
Contact Number: (216) 687-6901
Contact Email: e.schearer@csuohio.edu