Biological system modeling

Closed-Loop Deep Brain Stimulation With Reinforcement Learning and Neural Simulation
Closed-Loop Deep Brain Stimulation With Reinforcement Learning and Neural Simulation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Deep Brain Stimulation (DBS) is effective for movement disorders, particularly Parkinson’s disease (PD). However, a closed-loop DBS system using reinforcement learning (RL) for automatic parameter tuning, offering enhanced energy efficiency… read more

Continuous Short-Term Pain Assessment in Temporomandibular Joint Therapy Using LSTM Models Supported by Heat-Induced Pain Data Patterns
Continuous Short-Term Pain Assessment in Temporomandibular Joint Therapy Using LSTM Models Supported by Heat-Induced Pain Data Patterns 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
This study aims to design a time-continuous pain level assessment system for temporomandibular joint therapy. Our objectives cover verifying literature suggestions on pain stimulus, protocols for collecting reference data, and… read more

An OpenSim-Based Closed-Loop Biomechanical Wrist Model for Subject-Specific Pathological Tremor Simulation
An OpenSim-Based Closed-Loop Biomechanical Wrist Model for Subject-Specific Pathological Tremor Simulation 150 150 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)
Objective: A pathological tremor (PT) is an involuntary rhythmic movement of varying frequency and amplitude that affects voluntary motion, thus compromising individuals’ independence. A comprehensive model incorporating PT’s physiological and… read more

Design and Test of a Biomechanical Model for the Estimation of Knee Joint Angle During Indoor Rowing: Implications for FES-Rowing Protocols in Paraplegia
Author(s)3: Taian Vieira, Giacinto Luigi Cerone, Laura Gastaldi, Stefano Pastorelli, Liliam F. Oliveira, Marco Gazzoni, Alberto Botter
Design and Test of a Biomechanical Model for the Estimation of Knee Joint Angle During Indoor Rowing: Implications for FES-Rowing Protocols in Paraplegia 367 440 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

Functional electrical stimulation of lower limb muscles during rowing provides a means for the cardiovascular conditioning in paraplegia. The possibility of shaping stimulation profiles according to changes in knee angle,…

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Automatic Parametrization of Somatosensory Evoked Potentials With Chirp Modeling

Automatic Parametrization of Somatosensory Evoked Potentials With Chirp Modeling
Author(s)3: Eero Väyrynen, Kai Noponen, Ashwati Vipin, X. Y. Thow, Hasan Al-Nashash, Jukka Kortelainen
Automatic Parametrization of Somatosensory Evoked Potentials With Chirp Modeling 780 435 Transactions on Neural Systems and Rehabilitation Engineering (TNSRE)

In this paper, an approach using polynomial phase chirp signals to model somatosensory evoked potentials (SEPs) is proposed. SEP waveforms are assumed as impulses undergoing group velocity dispersion while propagating…

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