Towards Integration of Domain Knowledge-Guided Feature Engineering and Deep Feature Learning in Surface Electromyography-Based Hand Movement Recognition

Table 1

Brief information of the sEMG datasets used in this study.

Datasets	Num. of hand movements	Num. of subjects	Num. of sEMG channels	Type of electrodes	Num. of movement repetitions
NinaProDB1 [20]	53	27 (healthy)	10	Otto Bock	10
NinaProDB2 [20]	50	40 (healthy)	12	Delsys Trigno	6
NinaProDB3 [20]	50	11 (amputee)	12	Delsys Trigno	6
NinaProDB4 [21]	53	10 (healthy)	12	Cometa Wave	6
NinaProDB5 [21]	41	10 (healthy)	16	Thalmic MYO	6

“Num.” is short for number.