IEEE

A Wearable Human–Machine-Interface (HMI) System Based on Colocated EMG-pFMG Sensing for Hand Gesture Recognition

Abstract: There have recently been some significant research activities on sensors or electrodes for human–machine-interface (HMI) systems, mainly focusing on single-modality sensing systems.

Digging out: 6 things homeowners should do right after a blizzard

HomeServe reports six essential steps for homeowners post-blizzard: check detectors, inspect plumbing, monitor for damage, ...

Why You Should Never Toss Your Detergent Cup In The Washing Machine—And What To Do Instead

While you can always pop over to a nearby sink to rinse out your detergent cup before placing it back on the bottle if you’re ...

Earliest hand-held wooden tools found in Greece date back 430,000 years

An international team has discovered the earliest known hand-held wooden tools used by humans. A study jointly led by ...
IEEE

Electromyography-Based Hand Pose Estimation U sing Machine Learning

Abstract: This paper presents an approach to hand pose estimation using Electromyography (EMG) signals with machine learning techniques. Long Short-Term Memory (LSTM) was shown to be the most accurate ...