AIMC Topic: Wearable Electronic Devices
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Memristor-Based Bionic Tactile Devices: Opening the Door for Next-Generation Artificial Intelligence.
Small (Weinheim an der Bergstrasse, Germany)
Dec 27, 2023
Bioinspired tactile devices can effectively mimic and reproduce the functions of the human tactile system, presenting significant potential in the field of next-generation wearable electronics. In particular, memristor-based bionic tactile devices ha...
Digital Phenotyping, Wearables, and Outcomes.
Neurosurgery clinics of North America
Dec 21, 2023
There is a significant need for robust and objective outcome assessments in spine surgery. Constant monitoring via smartphones and wearable devices has the potential to fill this role by providing an in-depth picture of human well-being, creating an ...
An improved human activity recognition technique based on convolutional neural network.
Scientific reports
Dec 19, 2023
A convolutional neural network (CNN) is an important and widely utilized part of the artificial neural network (ANN) for computer vision, mostly used in the pattern recognition system. The most important applications of CNN are medical image analysis...
Human-Robot Interaction Using Learning from Demonstrations and a Wearable Glove with Multiple Sensors.
Sensors (Basel, Switzerland)
Dec 12, 2023
Human-robot interaction is of the utmost importance as it enables seamless collaboration and communication between humans and robots, leading to enhanced productivity and efficiency. It involves gathering data from humans, transmitting the data to a ...
Insights into Materials, Physics, and Applications in Flexible and Wearable Acoustic Sensing Technology.
Advanced materials (Deerfield Beach, Fla.)
Dec 10, 2023
Sound plays a crucial role in the perception of the world. It allows to communicate, learn, and detect potential dangers, diagnose diseases, and much more. However, traditional acoustic sensors are limited in their form factors, being rigid and cumbe...
Ensemble machine learning model trained on a new synthesized dataset generalizes well for stress prediction using wearable devices.
Journal of biomedical informatics
Dec 2, 2023
INTRODUCTION: Advances in wearable sensor technology have enabled the collection of biomarkers that may correlate with levels of elevated stress. While significant research has been done in this domain, specifically in using machine learning to detec...
Mixed methods usability evaluation of an assistive wearable robotic hand orthosis for people with spinal cord injury.
Journal of neuroengineering and rehabilitation
Dec 1, 2023
BACKGROUND: Robotic hand orthoses (RHO) aim to provide grasp assistance for people with sensorimotor hand impairment during daily tasks. Many of such devices have been shown to bring a functional benefit to the user. However, assessing functional ben...
A wearable system to assist impaired-neck patients: Design and evaluation.
Proceedings of the Institution of Mechanical Engineers. Part H, Journal of engineering in medicine
Nov 29, 2023
Patients with neurological disorders, such as amyotrophic lateral sclerosis, Parkinson's disease, and cerebral palsy, often face challenges due to head-neck immobility. The conventional treatment approach involves using a neck collar to maintain an u...
A Wearable Co-Located Neural-Mechanical Signal Sensing Device for Simultaneous Bimodal Muscular Activity Detection.
IEEE transactions on bio-medical engineering
Nov 21, 2023
The co-located and concurrent measurement of both muscular neural activity and muscular deformation is considered necessary in many applications, such as medical robotics, assistive exoskeletons and muscle function evaluations. Nevertheless, conventi...
Novel Wearable HD-EMG Sensor With Shift-Robust Gesture Recognition Using Deep Learning.
IEEE transactions on biomedical circuits and systems
Nov 21, 2023
In this work, we present a hardware-software solution to improve the robustness of hand gesture recognition to confounding factors in myoelectric control. The solution includes a novel, full-circumference, flexible, 64-channel high-density electromyo...
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