{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,21]],"date-time":"2026-05-21T09:27:10Z","timestamp":1779355630450,"version":"3.51.4"},"reference-count":50,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T00:00:00Z","timestamp":1682467200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T00:00:00Z","timestamp":1682467200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"name":"Shenzhen-Hong Kong-Macau Technology Research Programme","award":["Type C. SGDX2019081623201196"],"award-info":[{"award-number":["Type C. SGDX2019081623201196"]}]},{"name":"Zhanjiang Competitive allocation of special funds for scientific and technological development","award":["2022A703-3"],"award-info":[{"award-number":["2022A703-3"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cogn Neurodyn"],"published-print":{"date-parts":[[2024,6]]},"DOI":"10.1007\/s11571-023-09969-5","type":"journal-article","created":{"date-parts":[[2023,4,26]],"date-time":"2023-04-26T14:05:42Z","timestamp":1682517942000},"page":"1119-1133","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Alternative muscle synergy patterns of upper limb amputees"],"prefix":"10.1007","volume":"18","author":[{"given":"Xiaojun","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junlin","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ningbo","family":"Fei","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dehao","family":"Duanmu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Beibei","family":"Feng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaodong","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wing-Yuk","family":"IP","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0305-5616","authenticated-orcid":false,"given":"Yong","family":"Hu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,4,26]]},"reference":[{"issue":"1","key":"9969_CR1","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1007\/s11517-019-02073-z","volume":"58","author":"S Abbaspour","year":"2020","unstructured":"Abbaspour S, Lind\u00e9n M, Gholamhosseini H, Naber A, Ortiz-Catalan M (2020) Evaluation of surface EMG-based recognition algorithms for decoding hand movements. Med Biol Eng Comput 58(1):83\u2013100. https:\/\/doi.org\/10.1007\/s11517-019-02073-z","journal-title":"Med Biol Eng Comput"},{"key":"9969_CR2","doi-asserted-by":"publisher","first-page":"994","DOI":"10.3389\/fneur.2020.00994","volume":"11","author":"V Agostini","year":"2020","unstructured":"Agostini V, Ghislieri M, Rosati S, Balestra G, Knaflitz M (2020) Surface electromyography applied to gait analysis: how to improve its impact in clinics? Front Neurol 11:994. https:\/\/doi.org\/10.3389\/fneur.2020.00994","journal-title":"Front Neurol"},{"issue":"4","key":"9969_CR3","doi-asserted-by":"publisher","first-page":"1167","DOI":"10.1109\/TBME.2013.2296274","volume":"61","author":"S Amsuss","year":"2014","unstructured":"Amsuss S, Goebel PM, Jiang N, Graimann B, Paredes L, Farina D (2014) Self-correcting pattern recognition system of surface EMG signals for upper limb prosthesis control. IEEE Trans Biomed Eng 61(4):1167\u20131176. https:\/\/doi.org\/10.1109\/TBME.2013.2296274","journal-title":"IEEE Trans Biomed Eng"},{"key":"9969_CR4","doi-asserted-by":"publisher","unstructured":"Ams\u00fcss S, Paredes LP, Rudigkeit N, Graimann B, Herrmann MJ, Farina D (2013) Long term stability of surface EMG pattern classification for prosthetic control. Annu Int Conf IEEE Eng Med Biol So, 2013:3622\u20133625. https:\/\/doi.org\/10.1109\/embc.2013.6610327","DOI":"10.1109\/embc.2013.6610327"},{"key":"9969_CR5","doi-asserted-by":"publisher","unstructured":"Anh Tuan N, Drealan MW, Luu DK, Jiang M, Xu J, Cheng J, Zhao Q, Keefer EW, Yang Z (2021) A portable, self-contained neuroprosthetic hand with deep learning-based finger control. arXiv.org. https:\/\/doi.org\/10.1088\/1741-2552\/ac2a8d","DOI":"10.1088\/1741-2552\/ac2a8d"},{"issue":"6","key":"9969_CR6","doi-asserted-by":"publisher","first-page":"1013","DOI":"10.1097\/00001756-199804200-00011","volume":"9","author":"D Borsook","year":"1998","unstructured":"Borsook D, Becerra L, Fishman S, Edwards A, Jennings CL, Stojanovic M, Papinicolas L, Ramachandran VS, Gonzalez RG, Breiter H (1998) Acute plasticity in the human somatosensory cortex following amputation. NeuroReport 9(6):1013\u20131017. https:\/\/doi.org\/10.1097\/00001756-199804200-00011","journal-title":"NeuroReport"},{"issue":"5","key":"9969_CR7","doi-asserted-by":"publisher","first-page":"459","DOI":"10.1109\/TNSRE.2016.2578980","volume":"25","author":"M Controzzi","year":"2017","unstructured":"Controzzi M, Clemente F, Barone D, Ghionzoli A, Cipriani C (2017) The SSSA-MyHand: a dexterous lightweight myoelectric hand prosthesis. IEEE Trans Neural Syst Rehabil Eng 25(5):459\u2013468. https:\/\/doi.org\/10.1109\/TNSRE.2016.2578980","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"issue":"5","key":"9969_CR8","doi-asserted-by":"publisher","first-page":"2625","DOI":"10.1152\/jn.00937.2004","volume":"93","author":"GS Dhillon","year":"2005","unstructured":"Dhillon GS, Kruger TB, Sandhu JS, Horch KW (2005) Effects of short-term training on sensory and motor function in severed nerves of long-term human amputees. J Neurophysiol 93(5):2625\u20132633. https:\/\/doi.org\/10.1152\/jn.00937.2004","journal-title":"J Neurophysiol"},{"issue":"2","key":"9969_CR9","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1016\/j.pneurobio.2009.03.001","volume":"88","author":"G Di Pino","year":"2009","unstructured":"Di Pino G, Guglielmelli E, Rossini PM (2009) Neuroplasticity in amputees: main implications on bidirectional interfacing of cybernetic hand prostheses. Prog Neurobiol 88(2):114\u2013126. https:\/\/doi.org\/10.1016\/j.pneurobio.2009.03.001","journal-title":"Prog Neurobiol"},{"issue":"2","key":"9969_CR10","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1080\/10400435.2013.827138","volume":"26","author":"JM Fontana","year":"2014","unstructured":"Fontana JM, Chiu AW (2014) Analysis of electrode shift effects on wavelet features embedded in a myoelectric pattern recognition system. Assist Technol 26(2):71\u201380. https:\/\/doi.org\/10.1080\/10400435.2013.827138","journal-title":"Assist Technol"},{"key":"9969_CR11","doi-asserted-by":"publisher","first-page":"5974","DOI":"10.1109\/embc.2018.8513661","volume":"2018","author":"BL Fylstra","year":"2018","unstructured":"Fylstra BL, Dai C, Hu X, Huang HH (2018) Characterizing residual muscle properties in lower limb amputees using high density EMG decomposition: a pilot study(). Annu Int Conf IEEE Eng Med Biol Soc 2018:5974\u20135977. https:\/\/doi.org\/10.1109\/embc.2018.8513661","journal-title":"Annu Int Conf IEEE Eng Med Biol Soc"},{"issue":"2","key":"9969_CR12","doi-asserted-by":"publisher","first-page":"808","DOI":"10.1152\/japplphysiol.01041.2020","volume":"131","author":"CM Germer","year":"2021","unstructured":"Germer CM, Farina D, Elias LA, Nuccio S, Hug F, Del Vecchio A (2021) Surface EMG cross talk quantified at the motor unit population level for muscles of the hand, thigh, and calf. J Appl Physiol (1985) 131(2):808\u2013820. https:\/\/doi.org\/10.1152\/japplphysiol.01041.2020","journal-title":"J Appl Physiol (1985)"},{"key":"9969_CR13","doi-asserted-by":"publisher","unstructured":"Hahne JM, Schweisfurth MA, Koppe M, Farina D (2018) Simultaneous control of multiple functions of bionic hand prostheses: performance and robustness in end users. Sci Rob 3(19). https:\/\/doi.org\/10.1126\/scirobotics.aat3630","DOI":"10.1126\/scirobotics.aat3630"},{"issue":"8","key":"9969_CR14","doi-asserted-by":"publisher","first-page":"2011","DOI":"10.1109\/TPAMI.2019.2913372","volume":"42","author":"J Hu","year":"2020","unstructured":"Hu J, Shen L, Albanie S, Sun G, Wu E (2020) Squeeze-and-excitation networks. IEEE Trans Pattern Anal Mach Intell 42(8):2011\u20132023. https:\/\/doi.org\/10.1109\/TPAMI.2019.2913372","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"9969_CR15","doi-asserted-by":"publisher","first-page":"55","DOI":"10.1186\/1743-0003-9-55","volume":"9","author":"S Huang","year":"2012","unstructured":"Huang S, Ferris DP (2012) Muscle activation patterns during walking from transtibial amputees recorded within the residual limb-prosthetic interface. J Neuroeng Rehabil 9:55. https:\/\/doi.org\/10.1186\/1743-0003-9-55","journal-title":"J Neuroeng Rehabil"},{"issue":"2","key":"9969_CR16","doi-asserted-by":"publisher","first-page":"95","DOI":"10.1016\/j.hest.2021.05.002","volume":"2","author":"Q Huang","year":"2021","unstructured":"Huang Q, Fan F, Liu X, Pan C, Zhang P, Tang Y, Zhang JH, Han B, Tang Z (2021) NCyborg Project \u2013 a new stroke rehabilitation pattern based on brain computer interface. Brain Hemorrhages 2(2):95\u201396. https:\/\/doi.org\/10.1016\/j.hest.2021.05.002","journal-title":"Brain Hemorrhages"},{"issue":"11","key":"9969_CR17","doi-asserted-by":"publisher","first-page":"e0186318","DOI":"10.1371\/journal.pone.0186318","volume":"12","author":"HJ Hwang","year":"2017","unstructured":"Hwang HJ, Hahne JM, M\u00fcller KR (2017) Real-time robustness evaluation of regression based myoelectric control against arm position change and donning\/doffing. PLoS ONE 12(11):e0186318. https:\/\/doi.org\/10.1371\/journal.pone.0186318","journal-title":"PLoS ONE"},{"key":"9969_CR18","doi-asserted-by":"crossref","unstructured":"Ibrahim M, Torki M, ElNainay M (2018) CNN based indoor localization using RSS time-series. In: 2018 IEEE symposium on computers and communications (ISCC)","DOI":"10.1109\/ISCC.2018.8538530"},{"issue":"1","key":"9969_CR19","doi-asserted-by":"publisher","first-page":"5834","DOI":"10.1038\/s41598-020-62773-7","volume":"10","author":"T Kapelner","year":"2020","unstructured":"Kapelner T, Sartori M, Negro F, Farina D (2020) Neuro-musculoskeletal mapping for man-machine interfacing. Sci Rep 10(1):5834. https:\/\/doi.org\/10.1038\/s41598-020-62773-7","journal-title":"Sci Rep"},{"issue":"1","key":"9969_CR20","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/j.jelekin.2007.03.010","volume":"19","author":"PA Kaplanis","year":"2007","unstructured":"Kaplanis PA, Pattichis CS, Hadjileontiadis LJ, Roberts VC (2007) Surface EMG analysis on normal subjects based on isometric voluntary contraction. J Electromyogr Kinesiol 19(1):157\u2013171. https:\/\/doi.org\/10.1016\/j.jelekin.2007.03.010","journal-title":"J Electromyogr Kinesiol"},{"key":"9969_CR21","doi-asserted-by":"publisher","first-page":"1662","DOI":"10.1109\/ACCESS.2017.2779939","volume":"6","author":"F Karim","year":"2018","unstructured":"Karim F, Majumdar S, Darabi H, Chen S (2018) LSTM fully convolutional networks for time series classification. IEEE Access 6:1662\u20131669. https:\/\/doi.org\/10.1109\/ACCESS.2017.2779939","journal-title":"IEEE Access"},{"issue":"1","key":"9969_CR22","doi-asserted-by":"publisher","first-page":"325","DOI":"10.1016\/j.bbe.2022.02.005","volume":"42","author":"NK Karnam","year":"2022","unstructured":"Karnam NK, Dubey SR, Turlapaty AC, Gokaraju B (2022) EMGHandNet: a hybrid CNN and Bi-LSTM architecture for hand activity classification using surface EMG signals. Biocybernetics and biomedical engineering 42(1):325\u2013340. https:\/\/doi.org\/10.1016\/j.bbe.2022.02.005","journal-title":"Biocybernetics and biomedical engineering"},{"key":"9969_CR23","doi-asserted-by":"publisher","first-page":"733359","DOI":"10.3389\/fnins.2021.733359","volume":"15","author":"K-T Kim","year":"2021","unstructured":"Kim K-T, Park S, Lim T-H, Lee SJ (2021) Upper-Limb Electromyogram classification of reaching-to-grasping tasks based on convolutional neural networks for control of a prosthetic hand. Front NeuroSci 15:733359\u2013733359. https:\/\/doi.org\/10.3389\/fnins.2021.733359","journal-title":"Front NeuroSci"},{"key":"9969_CR24","doi-asserted-by":"publisher","first-page":"690285","DOI":"10.3389\/fmedt.2021.690285","volume":"3","author":"U Kuruganti","year":"2021","unstructured":"Kuruganti U, Pradhan A, Toner J (2021) High-density electromyography provides improved understanding of muscle function for those with amputation. Front Med Technol 3:690285. https:\/\/doi.org\/10.3389\/fmedt.2021.690285","journal-title":"Front Med Technol"},{"key":"9969_CR25","doi-asserted-by":"publisher","first-page":"58","DOI":"10.3389\/fnbot.2018.00058","volume":"12","author":"I Kyranou","year":"2018","unstructured":"Kyranou I, Vijayakumar S, Erden MS (2018) Causes of performance degradation in non-invasive electromyographic pattern recognition in upper limb prostheses. Front Neurorobotics 12:58\u201358. https:\/\/doi.org\/10.3389\/fnbot.2018.00058","journal-title":"Front Neurorobotics"},{"issue":"4","key":"9969_CR26","doi-asserted-by":"publisher","first-page":"1101","DOI":"10.1109\/JBHI.2020.3012698","volume":"25","author":"Z Li","year":"2021","unstructured":"Li Z, Zhao X, Liu G, Zhang B, Zhang D, Han J (2021) Electrode shifts estimation and adaptive correction for improving robustness of sEMG-based recognition. IEEE J Biomed Health Inf 25(4):1101\u20131110. https:\/\/doi.org\/10.1109\/JBHI.2020.3012698","journal-title":"IEEE J biomedical health Inf"},{"issue":"2","key":"9969_CR27","doi-asserted-by":"publisher","first-page":"481","DOI":"10.1007\/s13246-020-00868-1","volume":"43","author":"L Mesin","year":"2020","unstructured":"Mesin L (2020) Crosstalk in surface electromyogram: literature review and some insights. Australasian Phys Eng Sci Med 43(2):481\u2013492. https:\/\/doi.org\/10.1007\/s13246-020-00868-1","journal-title":"Australasian Phys Eng Sci Med"},{"issue":"4","key":"9969_CR28","doi-asserted-by":"publisher","first-page":"1298","DOI":"10.1109\/TRO.2020.3047013","volume":"37","author":"J Mouchoux","year":"2021","unstructured":"Mouchoux J, Carisi S, Dosen S, Farina D, Schilling AF, Markovic M (2021) Artificial perception and semiautonomous control in myoelectric hand prostheses increases performance and decreases effort. IEEE Trans Robot 37(4):1298\u20131312. https:\/\/doi.org\/10.1109\/TRO.2020.3047013","journal-title":"IEEE Trans Robot"},{"issue":"2","key":"9969_CR29","doi-asserted-by":"publisher","first-page":"026011","DOI":"10.1088\/1741-2552\/ab7b1e","volume":"17","author":"M Nowak","year":"2020","unstructured":"Nowak M, Eiband T, Ram\u00edrez ER, Castellini C (2020) Action interference in simultaneous and proportional myocontrol: comparing force- and electromyography. J Neural Eng 17(2):026011. https:\/\/doi.org\/10.1088\/1741-2552\/ab7b1e","journal-title":"J Neural Eng"},{"issue":"3","key":"9969_CR30","doi-asserted-by":"publisher","first-page":"355","DOI":"10.3922\/j.psns.2014.044","volume":"7","author":"IM Oliveira","year":"2014","unstructured":"Oliveira IM, Machado ARP, Pereira AA, Andrade AO (2014) Estimated features from surface EMG of the lower limb correlate with the subjective sensation of pain. Psychol Neurosci 7(3):355\u2013361. https:\/\/doi.org\/10.3922\/j.psns.2014.044","journal-title":"Psychol Neurosci"},{"issue":"1","key":"9969_CR31","doi-asserted-by":"publisher","first-page":"110","DOI":"10.1186\/s12984-015-0102-9","volume":"12","author":"L Pan","year":"2015","unstructured":"Pan L, Zhang D, Jiang N, Sheng X, Zhu X (2015) Improving robustness against electrode shift of high density EMG for myoelectric control through common spatial patterns. J Neuroeng Rehabil 12(1):110\u2013110. https:\/\/doi.org\/10.1186\/s12984-015-0102-9","journal-title":"J Neuroeng Rehabil"},{"issue":"20","key":"9969_CR32","doi-asserted-by":"publisher","first-page":"4596","DOI":"10.3390\/s19204596","volume":"19","author":"N Parajuli","year":"2019","unstructured":"Parajuli N, Sreenivasan N, Bifulco P, Cesarelli M, Savino S, Niola V, Esposito D, Hamilton TJ, Naik GR, Gunawardana U, Gargiulo GD (2019) Real-time EMG based Pattern Recognition Control for Hand Prostheses: a review on existing methods, Challenges and future implementation. Sensors 19(20):4596. https:\/\/doi.org\/10.3390\/s19204596","journal-title":"Sensors"},{"issue":"1","key":"9969_CR33","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1186\/s12984-018-0361-3","volume":"15","author":"L Resnik","year":"2018","unstructured":"Resnik L, Huang HH, Winslow A, Crouch DL, Zhang F, Wolk N (2018) Evaluation of EMG pattern recognition for upper limb prosthesis control: a case study in comparison with direct myoelectric control. J Neuroeng Rehabil 15(1):23\u201323. https:\/\/doi.org\/10.1186\/s12984-018-0361-3","journal-title":"J Neuroeng Rehabil"},{"key":"9969_CR34","doi-asserted-by":"publisher","first-page":"586","DOI":"10.3389\/fnhum.2017.00586","volume":"11","author":"D Rimini","year":"2017","unstructured":"Rimini D, Agostini V, Knaflitz M (2017) Intra-subject consistency during locomotion: similarity in Shared and subject-specific muscle synergies. Front Hum Neurosci 11:586\u2013586. https:\/\/doi.org\/10.3389\/fnhum.2017.00586","journal-title":"Front Hum Neurosci"},{"key":"9969_CR35","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1016\/j.neucom.2018.09.082","volume":"323","author":"A Sagheer","year":"2019","unstructured":"Sagheer A, Kotb M (2019) Time series forecasting of petroleum production using deep LSTM recurrent networks. Neurocomputing 323:203\u2013213. https:\/\/doi.org\/10.1016\/j.neucom.2018.09.082","journal-title":"Neurocomputing"},{"key":"9969_CR36","doi-asserted-by":"publisher","first-page":"139332","DOI":"10.1109\/ACCESS.2020.3011882","volume":"8","author":"S Sheykhivand","year":"2020","unstructured":"Sheykhivand S, Mousavi Z, Rezaii TY, Farzamnia A (2020) Recognizing Emotions evoked by music using CNN-LSTM networks on EEG signals. IEEE Access 8:139332\u2013139345. https:\/\/doi.org\/10.1109\/ACCESS.2020.3011882","journal-title":"IEEE Access"},{"issue":"9","key":"9969_CR37","doi-asserted-by":"publisher","first-page":"2090","DOI":"10.1109\/TNSRE.2020.3007625","volume":"28","author":"C Shi","year":"2020","unstructured":"Shi C, Yang D, Zhao J, Liu H (2020) Computer vision-based grasp pattern recognition with application to myoelectric control of dexterous hand prosthesis. IEEE Trans Neural Syst Rehabil Eng 28(9):2090\u20132099. https:\/\/doi.org\/10.1109\/TNSRE.2020.3007625","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"key":"9969_CR38","doi-asserted-by":"crossref","unstructured":"Siami-Namini S, Tavakoli N, Namin AS (2019) 9\u201312 Dec. 2019). The Performance of LSTM and BiLSTM in Forecasting Time Series. 2019 IEEE International Conference on Big Data (Big Data)","DOI":"10.1109\/BigData47090.2019.9005997"},{"key":"9969_CR39","doi-asserted-by":"publisher","unstructured":"Simon AM, Turner KL, Miller LA, Potter BK, Beachler MD, Dumanian GA, Hargrove LJ, Kuiken TA (2022) User performance with a transradial multi-articulating hand prosthesis during pattern recognition and direct control home use. IEEE Trans Neural Syst Rehabil Eng. https:\/\/doi.org\/10.1109\/TNSRE.2022.3221558","DOI":"10.1109\/TNSRE.2022.3221558"},{"issue":"4","key":"9969_CR40","doi-asserted-by":"publisher","first-page":"419","DOI":"10.1177\/0954411920985753","volume":"235","author":"KNM Sobh","year":"2021","unstructured":"Sobh KNM, Abd Razak NA, Abu Osman NA (2021) Investigation of EMG parameter for transtibial prosthetic user with flexion and extension of the knee and normal walking gait: a preliminary study. Proc Inst Mech Eng H 235(4):419\u2013427. https:\/\/doi.org\/10.1177\/0954411920985753","journal-title":"Proc Inst Mech Eng H"},{"issue":"1","key":"9969_CR41","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1097\/jpo.0000000000000296","volume":"32","author":"\u00d8 Stavdahl","year":"2020","unstructured":"Stavdahl \u00d8, Mugaas T, Ottermo MV, Magne T, Kyberd P (2020) Mechanisms of sporadic control failure related to the skin-electrode interface in myoelectric hand prostheses. JPO: J Prosthetics Orthot 32(1):38\u201351. https:\/\/doi.org\/10.1097\/jpo.0000000000000296","journal-title":"JPO: J Prosthetics Orthot"},{"issue":"3","key":"9969_CR43","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/S0208-5216(12)70039-6","volume":"32","author":"DF Stegeman","year":"2012","unstructured":"Stegeman DF, Kleine BU, B.G, L., van Dijk JP (2012) High-density surface EMG: techniques and applications at a Motor Unit Level. Biocybern Biomed Eng 32(3):3\u201327. https:\/\/doi.org\/10.1016\/S0208-5216(12)70039-6","journal-title":"Biocybernetics and biomedical engineering"},{"key":"9969_CR42","doi-asserted-by":"publisher","unstructured":"Taborri J, Agostini V, Artemiadis PK, Ghislieri M, Jacobs DA, Roh J, Rossi S (2018) Feasibility of muscle synergy outcomes in clinics, robotics, and sports: a systematic review. Appl Bionics Biomech 2018:3934698. https:\/\/doi.org\/10.1155\/2018\/3934698","DOI":"10.1155\/2018\/3934698"},{"key":"9969_CR44","doi-asserted-by":"publisher","first-page":"103322","DOI":"10.1016\/j.bspc.2021.103322","volume":"72","author":"M Troka","year":"2022","unstructured":"Troka M, Wojnicz W, Szepietowska K, Podlasi\u0144ski M, Walerzak S, Walerzak K, Lubowiecka I (2022) Towards classification of patients based on surface EMG data of temporomandibular joint muscles using self-organising maps. Biomed Signal Process Control 72:103322. https:\/\/doi.org\/10.1016\/j.bspc.2021.103322","journal-title":"Biomed Signal Process Control"},{"issue":"9","key":"9969_CR45","doi-asserted-by":"publisher","first-page":"961","DOI":"10.1109\/TNSRE.2015.2492619","volume":"24","author":"MMC Vidovic","year":"2016","unstructured":"Vidovic MMC, Hwang H-J, Amsuss S, Hahne JM, Farina D, Muller K-R (2016) Improving the robustness of myoelectric pattern recognition for upper limb prostheses by covariate shift adaptation. IEEE Trans Neural Syst Rehabil Eng 24(9):961\u2013970. https:\/\/doi.org\/10.1109\/TNSRE.2015.2492619","journal-title":"IEEE Trans Neural Syst Rehabil Eng"},{"key":"9969_CR46","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1186\/1743-0003-10-87","volume":"10","author":"EC Wentink","year":"2013","unstructured":"Wentink EC, Prinsen EC, Rietman JS, Veltink PH (2013) Comparison of muscle activity patterns of transfemoral amputees and control subjects during walking. J Neuroeng Rehabil 10:87. https:\/\/doi.org\/10.1186\/1743-0003-10-87","journal-title":"J Neuroeng Rehabil"},{"issue":"1","key":"9969_CR47","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1016\/1050-6411(94)90023-X","volume":"4","author":"D Winter","year":"1994","unstructured":"Winter D, Fuglevand AJ, Archer S (1994) Crosstalk in surface electromyography: theoretical and practical estimates. J Electromyogr Kinesiol 4(1):15\u201326","journal-title":"J Electromyogr Kinesiol"},{"key":"9969_CR48","doi-asserted-by":"publisher","first-page":"578126","DOI":"10.3389\/fnins.2020.578126","volume":"14","author":"G Xu","year":"2020","unstructured":"Xu G, Ren T, Chen Y, Che W (2020) A one-dimensional CNN-LSTM model for epileptic seizure recognition using EEG signal analysis. Front Neurosci 14:578126. https:\/\/doi.org\/10.3389\/fnins.2020.578126","journal-title":"Front Neurosci"},{"issue":"11","key":"9969_CR49","doi-asserted-by":"publisher","first-page":"1801","DOI":"10.1109\/TBME.2005.856295","volume":"52","author":"H Yonghong","year":"2005","unstructured":"Yonghong H, Englehart KB, Hudgins B, Chan ADC (2005) A gaussian mixture model based classification scheme for myoelectric control of powered upper limb prostheses. IEEE Trans Biomed Eng 52(11):1801\u20131811. https:\/\/doi.org\/10.1109\/TBME.2005.856295","journal-title":"IEEE Trans Biomed Eng"},{"issue":"7","key":"9969_CR50","doi-asserted-by":"publisher","first-page":"1391","DOI":"10.1109\/TNSRE.2018.2844807","volume":"26","author":"T Zhang","year":"2018","unstructured":"Zhang T, Jiang L, Liu H (2018) Design and functional evaluation of a dexterous myoelectric hand prosthesis with biomimetic tactile sensor. IEEE Trans Neural Syst Rehabil Eng 26(7):1391\u20131399. https:\/\/doi.org\/10.1109\/TNSRE.2018.2844807","journal-title":"IEEE Trans Neural Syst Rehabil Eng"}],"container-title":["Cognitive Neurodynamics"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11571-023-09969-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11571-023-09969-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11571-023-09969-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,31]],"date-time":"2024-05-31T10:42:41Z","timestamp":1717152161000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11571-023-09969-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,26]]},"references-count":50,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2024,6]]}},"alternative-id":["9969"],"URL":"https:\/\/doi.org\/10.1007\/s11571-023-09969-5","relation":{},"ISSN":["1871-4080","1871-4099"],"issn-type":[{"value":"1871-4080","type":"print"},{"value":"1871-4099","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4,26]]},"assertion":[{"value":"1 January 2023","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"29 March 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 April 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 April 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}