“A novel adaptive gesture recognition framework for bionic hands using Stacked Autoencoder (SAE), Adaptive Bayesian Feature Selection (ABFS), MODWT, and Hybrid sEMG–MMG Sensor Modality”

For amputees and those who rely on prosthetic limbs, the dream of natural, intuitive movement is now within reach. This work present an intelligent bionic hand that doesn’t just follow commands—it learns, adapts, and responds in real time, almost like a natural extension of the body.By combining mus...

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Автори:	Amol Pandurang Yadav, S.R. Patil
Формат:	Artigo
Мова:	Inglês
Опубліковано:	Elsevier 2026-06-01
Серія:	MethodsX
Предмети:	Magnetomyography(MMG) Surface electromyography (sEMG) Stacked Autoencoder (SAE) Adaptive Bayesian Feature Selection (ABFS) Discrete wavelet transform with maximum overlap (MODWT) Gesture recognition
Онлайн доступ:	http://www.sciencedirect.com/science/article/pii/S2215016126000634
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