Zobrazeno 1 - 10
of 12
pro vyhledávání: '"Keaton A. Inkol"'
Publikováno v:
Frontiers in Computational Neuroscience, Vol 15 (2021)
InverseMuscleNET, a machine learning model, is proposed as an alternative to static optimization for resolving the redundancy issue in inverse muscle models. A recurrent neural network (RNN) was optimally configured, trained, and tested to estimate t
Externí odkaz:
https://doaj.org/article/2d391d2c681341b0a54dd1b4596591a4
Autor:
Keaton A. Inkol, John McPhee
Publikováno v:
2022 9th IEEE RAS/EMBS International Conference for Biomedical Robotics and Biomechatronics (BioRob).
Publikováno v:
Multibody System Dynamics. 50:435-452
Using detailed musculoskeletal models in computer simulations of human movement can provide insights into individual muscle and joint loading; however, these muscle models increase problem dimensionality and require difficult-to-fit parameters. Here,
Autor:
Keaton A. Inkol, John McPhee
Publikováno v:
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2021
The ability to generate predictive dynamic simulations of human movement using optimal control has been a growing point of interest in the design of medical/assistive devices, e.g. robotic exoskeletons. Despite this, many disseminated simulations of
Autor:
Keaton A. Inkol, Adam Hess, Avery Hinks, Nicole Mazara, Mathew I. B. Debenham, Brian H. Dalton, Jackey Chen, Lawrence L. Spriet, Geoffrey A. Power, Daniel T. Cervone
Publikováno v:
Journal of biomechanics. 122
High-intensity eccentric exercise can lead to muscle damage and weakness. The ‘repeated bout effect’ (RBE) can attenuate these impairments when performing a subsequent bout. The influence of eccentric exercise-induced muscle damage on low-frequen
Autor:
John McPhee, Keaton A. Inkol
Publikováno v:
BioRob
Despite many lower-limb exoskeletons requiring the use of crutches to maintain upright postures, limited research has assessed control of standing balance recovery in these systems. Using a model-based approach, the current simulation study investiga
Autor:
Geoffrey A. Power, Mathew I. B. Debenham, Keaton A. Inkol, Avery Hinks, Brian H. Dalton, Jackey Chen, Lawrence L. Spriet, Nicole Mazara, Daniel T. Cervone, Adam Hess
Publikováno v:
Applied physiology, nutrition, and metabolism = Physiologie appliquee, nutrition et metabolisme. 46(5)
High-intensity unaccustomed eccentric contractions result in weakness and power loss because of fatigue and muscle damage. Through the repeated bout effect (RBE), adaptations occur, then damage and weakness are attenuated following a subsequent bout.
Publikováno v:
Journal of Motor Behavior. 51:318-330
Locomotion requires both proactive and reactive control strategies to maintain balance. The current study aimed to: (i) ascertain upper body postural responses following first exposure to a forward (slip) support-surface perturbation; (ii) investigat
Publikováno v:
Gait & Posture. 62:434-439
Maintaining the centre of mass (CoM) of the body within the base of support is a critical component of upright balance; the ability to accurately quantify balance recovery mechanisms is critical for many research teams.The purpose of this study was t
Publikováno v:
Journal of Motor Behavior. 50:364-372
The ability to counteract destabilizing external forces while simultaneously executing a complex task presents a novel way to ascertain one's ability to generate adaptive postural control responses to avoid a potential fall. In this study, participan