The neuromechanics of animal locomotion: From biology to robotics and back

P Ramdya, AJ Ijspeert - Science Robotics, 2023 - science.org
Robotics and neuroscience are sister disciplines that both aim to understand how agile,
efficient, and robust locomotion can be achieved in autonomous agents. Robotics has …

Perspective on musculoskeletal modelling and predictive simulations of human movement to assess the neuromechanics of gait

F De Groote, A Falisse - Proceedings of the Royal …, 2021 - royalsocietypublishing.org
Locomotion results from complex interactions between the central nervous system and the
musculoskeletal system with its many degrees of freedom and muscles. Gaining insight into …

A spinal cord neuroprosthesis for locomotor deficits due to Parkinson's disease

T Milekovic, EM Moraud, N Macellari, C Moerman… - Nature Medicine, 2023 - nature.com
People with late-stage Parkinson's disease (PD) often suffer from debilitating locomotor
deficits that are resistant to currently available therapies. To alleviate these deficits, we …

Opensim moco: Musculoskeletal optimal control

CL Dembia, NA Bianco, A Falisse… - PLOS Computational …, 2020 - journals.plos.org
Musculoskeletal simulations are used in many different applications, ranging from the
design of wearable robots that interact with humans to the analysis of patients with impaired …

Deep reinforcement learning for modeling human locomotion control in neuromechanical simulation

S Song, Ł Kidziński, XB Peng, C Ong, J Hicks… - … of neuroengineering and …, 2021 - Springer
Modeling human motor control and predicting how humans will move in novel environments
is a grand scientific challenge. Researchers in the fields of biomechanics and motor control …

[HTML][HTML] Age-related changes in gait biomechanics and their impact on the metabolic cost of walking: Report from a National Institute on Aging workshop

KA Boyer, KL Hayes, BR Umberger… - Experimental …, 2023 - Elsevier
Abstract Changes in old age that contribute to the complex issue of an increased metabolic
cost of walking (mass-specific energy cost per unit distance traveled) in older adults appear …

Integration of feedforward and feedback control in the neuromechanics of vertebrate locomotion: a review of experimental, simulation and robotic studies

AJ Ijspeert, MA Daley - Journal of Experimental Biology, 2023 - journals.biologists.com
Animal locomotion is the result of complex and multi-layered interactions between the
nervous system, the musculo-skeletal system and the environment. Decoding the underlying …

Machine learning methods to support personalized neuromusculoskeletal modelling

DJ Saxby, BA Killen, C Pizzolato, CP Carty… - … and Modeling in …, 2020 - Springer
Many biomedical, orthopaedic, and industrial applications are emerging that will benefit from
personalized neuromusculoskeletal models. Applications include refined diagnostics …

[HTML][HTML] Evaluating cost function criteria in predicting healthy gait

K Veerkamp, NFJ Waterval, T Geijtenbeek… - Journal of …, 2021 - Elsevier
Accurate predictive simulations of human gait rely on optimisation criteria to solve the
system's redundancy. Defining such criteria is challenging, as the objectives driving the …

A review of musculoskeletal modelling of human locomotion

AD Sylvester, SG Lautzenheiser… - Interface …, 2021 - royalsocietypublishing.org
Locomotion through the environment is important because movement provides access to
key resources, including food, shelter and mates. Central to many locomotion-focused …