113 citations · 398 across the 22 of their papers we have counts for
4 papers · 1 filter
Real-Time Wearable Gait Phase Segmentation For Running And Walking
Jien-De Sui, Wei-Han Chen, Tzyy-Yuang Shiang +1
Previous gait phase detection as convolutional neural network (CNN) based classification task requires cumbersome manual setting of time delay or heavy overlapped sliding windows t…
Deep Gait Tracking With Inertial Measurement Unit
Jien De Sui, Tian Sheuan Chang
This paper presents a convolutional neural network based foot motion tracking with only six-axis Inertial-Measurement-Unit (IMU) sensor data. The presented approach can adapt to va…
IMU Based Deep Stride Length Estimation With Self-Supervised Learning
Jien-De Sui, Tian-Sheuan Chang
Stride length estimation using inertial measurement unit (IMU) sensors is getting popular recently as one representative gait parameter for health care and sports training. The tra…
Mitigating Asymmetric Nonlinear Weight Update Effects in Hardware Neural Network based on Analog Resistive Synapse
Chih-Cheng Chang, Pin-Chun Chen, Teyuh Chou +6
Asymmetric nonlinear weight update is considered as one of the major obstacles for realizing hardware neural networks based on analog resistive synapses because it significantly co…