High-Density Surface EMG-Based Gesture Recognition Using a 3D Convolutional Neural Network

High-density surface electromyography (HD-sEMG) and deep learning technology are becoming increasingly used in gesture recognition. Based on electrode grid data, information can be extracted in the form of images that are generated with instant values of multi-channel sEMG signals. In previous studi...

وصف كامل

التفاصيل البيبلوغرافية

الحاوية / القاعدة:	Sensors
المؤلفون الرئيسيون:	Jiangcheng Chen, Sheng Bi, George Zhang, Guangzhong Cao
التنسيق:	مقال
اللغة:	الإنجليزية
منشور في:	MDPI AG 2020-02-01
الموضوعات:	high-density surface emg (hd-semg) finger gesture recognition deep learning convolutional neural network (cnn)
الوصول للمادة أونلاين:	https://www.mdpi.com/1424-8220/20/4/1201