Publications

Export 6 results:
Filters: Keyword is Deep Learning  [Clear All Filters]
2023
Hashemi, A., G. Orzechowski, A. Mikkola, and J. McPhee, "Multibody Dynamics and Control using Machine Learning", Multibody System Dynamics, 2023. PDF icon hashemi2023.pdf (1.2 MB)
2022
Laschowski, B., W. McNally, A. Wong, and J. McPhee, "Environment Classification for Robotic Leg Prostheses and Exoskeletons using Deep Convolutional Neural Networks", Frontiers in Neurorobotics, vol. 15: bioRxiv, 02/2022. PDF icon Laschowski2022 (3.9 MB)
2021
Laschowski, B., W. McNally, A. Wong, and J. McPhee, "Computer Vision and Deep Learning for Environment-Adaptive Control of Robotic Lower-Limb Exoskeletons", Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC): IEEE , 04/2021. PDF icon Laschowski_2021 (4.31 MB)
2020
Laschowski, B., W. McNally, A. Wong, and J. McPhee, "ExoNet Database: Wearable Camera Images of Human Locomotion Environments", Frontiers in Robotics and Artificial Intelligence, vol. 7, issue 562061, 12/2020. PDF icon Laschowski_2020_Frontiers (548.61 KB)
2019
Hashemi, A., Y. Lin, W. McNally, B. Laschowski, B. Hosking, A. Wong, and J. McPhee, "Integration of Machine Learning with Dynamics and Control: From Autonomous Cars to Biomechatronics", Canadian Society for Mechanical Engineering (CSME) Bulletin, no. 7-8, 2019. PDF icon Hashemi_2019 (341.59 KB)
Laschowski, B., W. McNally, A. Wong, and J. McPhee, "Preliminary Design of an Environment Recognition System for Controlling Robotic Lower-Limb Prostheses and Exoskeletons", IEEE International Conference on Rehabilitation Robotics (ICORR) , Toronto, Canada, IEEE , 07/2019. PDF icon Laschowski_2019_ICORR (398.57 KB)