Systems and methods for electromyogram-based control using neural networks
US12277272B2 · kind B2 · utility
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15Claims
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Key dates
| Filing date | Oct 16, 2020 |
| Grant date | Apr 15, 2025 |
| Priority date | — |
| Expiry date | Oct 16, 2040 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N3/09
- WIPO fieldMedical technology
- WIPO sectorInstruments
Abstract
An EMG-based control system is disclosed. The system includes an EMG sensor that streams data to a device. A neural network executed by the device decodes muscle activity into a two-dimensional continuous control signal. A network-based calibration routine optimizes the neural network to decode natural movements of the user.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.