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High-performance, noninvasive flexible sensing array for gesture and handwriting recognition assisted by machine learning

Figure 1. Concept and mechanism of the flexible FMG handwriting recognition system. (A) Schematic of the mechanism response of the medial wrist flexor group and a 3 × 3 flexible array during the writing process; (B) Exploded view and key performance indicators of the flexible pressure sensor array based on MWCNTs/mPDMS; (C) Signal acquisition and neural network decoding process, converting multichannel time waveforms into gesture and handwriting classifications. FMG: Flexible force myography; MWCNTs: multiwalled carbon nanotubes; mPDMS: microstructured polydimethylsiloxane; PI: polyimide; DL: detection limit.

Soft Science
ISSN 2769-5441 (Online)

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Portico

All published articles are preserved here permanently:

https://www.portico.org/publishers/oae/