ServiceNow Research

Deep learning for electromyographic hand gesture signal classification using transfer learning


In recent years, deep learning algorithms have become increasingly more prominent for their unparalleled ability to automatically learn discriminant features from large amounts of data. However, within the field of electromyography-based gesture recognition, deep learning algorithms are seldom employed as they require an unreasonable amount of effort from a single person, to generate tens of thousands of examples.

Transactions on Neural Systems and Rehabilitation Engineering
Alexandre Drouin
Alexandre Drouin
Research Lead

Research Lead at Human Decision Support located at Montreal, QC, Canada.