Predictive models

An Adaptive Hammerstein Model for FES-Induced Torque Prediction Based on Variable Forgetting Factor Recursive Least Squares Algorithm

An Adaptive Hammerstein Model for FES-Induced Torque Prediction Based on Variable Forgetting Factor Recursive Least Squares Algorithm 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Modeling the muscle response to functional electrical stimulation (FES) is an important step during model-based FES control system design. The Hammerstein structure is widely used in simulating this nonlinear biomechanical… read more
Bilevel Optimization for Cost Function Determination in Dynamic Simulation of Human Gait

Bilevel Optimization for Cost Function Determination in Dynamic Simulation of Human Gait

Author(s)3: Vinh Q. Nguyen, Russell T. Johnson, Frank C. Sup, Brian R. Umberger
Bilevel Optimization for Cost Function Determination in Dynamic Simulation of Human Gait 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

      Predictive simulation based on dynamic optimization using musculoskeletal models is a powerful approach for studying human gait. Predictive musculoskeletal simulation may be used for a variety of applications…

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Representative touchscreen layouts for task 2

A Model to Estimate the Optimal Layout for Assistive Communication Touchscreen Devices in Children With Dyskinetic Cerebral Palsy

Author(s)3: Matteo Bertucco, Terence D. Sanger
A Model to Estimate the Optimal Layout for Assistive Communication Touchscreen Devices in Children With Dyskinetic Cerebral Palsy 641 268 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

  Excess involuntary movements and slowness of movement in children with dyskinetic cerebral palsy often result in the inability to properly interact with augmentative and alternative communication (AAC) devices. This…

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