메뉴 건너뛰기




Volumn 19, Issue 4, 2004, Pages 243-252

Functional electrical stimulation controlled by artificial neural networks: Pilot experiments with simple movements are promising for rehabilitation applications

Author keywords

Artificial neural networks; Functional electrical stimulation; Non linear adaptive control systems; Rehabilitation engineering

Indexed keywords

ADAPTATION; ARTICLE; ARTIFICIAL NEURAL NETWORK; AUTOMATION; CALIBRATION; CONTROLLED STUDY; ELECTROSTIMULATION; FEEDBACK SYSTEM; HUMAN; HUMAN EXPERIMENT; KINESIOTHERAPY; KNEE; LEARNING; MEDICAL INSTRUMENTATION; MUSCLE CONTRACTION; MUSCLE EXCITATION; NERVE STIMULATION; ONLINE SYSTEM; PARAPLEGIA; PILOT STUDY; PROCESS DESIGN; PROCESS OPTIMIZATION; QUADRICEPS FEMORIS MUSCLE; SKELETAL MUSCLE; SPINAL CORD INJURY; TRAINING;

EID: 16344370636     PISSN: 03935264     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (24)
  • 1
    • 0034283609 scopus 로고    scopus 로고
    • Recruitment properties of intramuscular and nerve-trunk stimulating electrodes
    • Singh K, Richmond FJ, Loeb GE. Recruitment properties of intramuscular and nerve-trunk stimulating electrodes. IEEE Trans Rehabil Eng 2000;8:276-285
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , pp. 276-285
    • Singh, K.1    Richmond, F.J.2    Loeb, G.E.3
  • 3
    • 0026253886 scopus 로고
    • Control of FES-induced cyclical movements of the lower leg
    • Veltink PH. Control of FES-induced cyclical movements of the lower leg. Med Biol Eng Comput 1991;29:NS8-NS12
    • (1991) Med. Biol. Eng. Comput. , vol.29
    • Veltink, P.H.1
  • 4
    • 0036045569 scopus 로고    scopus 로고
    • Standing-up exerciser based on functional electrical stimulation and body weight relief
    • Ferrarin M, Pavan EE, Spadone R, Cardini R, Frigo C. Standing-up exerciser based on functional electrical stimulation and body weight relief. Med Biol Eng Comput 2002;40:282-289
    • (2002) Med. Biol. Eng. Comput. , vol.40 , pp. 282-289
    • Ferrarin, M.1    Pavan, E.E.2    Spadone, R.3    Cardini, R.4    Frigo, C.5
  • 6
    • 0031003917 scopus 로고    scopus 로고
    • Comparison of simulation and experiments of different closed-loop strategies for functional electrical stimulation: Experiments in paraplegics
    • Quintern J, Riener R, Rupprecht S. Comparison of simulation and experiments of different closed-loop strategies for functional electrical stimulation: experiments in paraplegics. Artif Organs 1997;21:232-235
    • (1997) Artif. Organs , vol.21 , pp. 232-235
    • Quintern, J.1    Riener, R.2    Rupprecht, S.3
  • 8
    • 0026152253 scopus 로고
    • Open-loop position control of the knee joint using electrical stimulation of the quadriceps and hamstrings
    • Hausdorff JM, Durfee WK. Open-loop position control of the knee joint using electrical stimulation of the quadriceps and hamstrings. Med Biol Eng Comput 1991;29: 269-280
    • (1991) Med. Biol. Eng. Comput. , vol.29 , pp. 269-280
    • Hausdorff, J.M.1    Durfee, W.K.2
  • 10
    • 0032899509 scopus 로고    scopus 로고
    • Identification of passive elastic joint movements in the lower extremities
    • Riener R, Edrich T. Identification of passive elastic joint movements in the lower extremities. J Biomech 1999; 32:539-544
    • (1999) J. Biomech. , vol.32 , pp. 539-544
    • Riener, R.1    Edrich, T.2
  • 11
    • 0031104857 scopus 로고    scopus 로고
    • A neuro-control system for the knee joint position control with quadriceps stimulation
    • Chang GC, Luh JJ, Liao GD et al. A neuro-control system for the knee joint position control with quadriceps stimulation. IEEE Trans Rehabil Eng 1997;5:2-11
    • (1997) IEEE Trans. Rehabil. Eng. , vol.5 , pp. 2-11
    • Chang, G.C.1    Luh, J.J.2    Liao, G.D.3
  • 12
    • 0032102012 scopus 로고    scopus 로고
    • Patient-driven control of FES-supported standing up: A simulation study
    • Riener R, Fuhr T. Patient-driven control of FES-supported standing up: a simulation study. IEEE Trans Rehabil Eng 1998;6:113-124
    • (1998) IEEE Trans. Rehabil. Eng. , vol.6 , pp. 113-124
    • Riener, R.1    Fuhr, T.2
  • 14
    • 0030247562 scopus 로고    scopus 로고
    • Biomechanical model of the human knee evaluated by neuromuscular stimulation
    • Riener R, Quintern J, Schmidt G. Biomechanical model of the human knee evaluated by neuromuscular stimulation. J Biomech 1996;29:1157-1167
    • (1996) J. Biomech. , vol.29 , pp. 1157-1167
    • Riener, R.1    Quintern, J.2    Schmidt, G.3
  • 15
    • 0025405534 scopus 로고
    • The dynamic response model of nine different skeletal muscles
    • Baratta R, Solomonow M. The dynamic response model of nine different skeletal muscles. IEEE Trans Biomed Eng 1990;37:243-251
    • (1990) IEEE Trans. Biomed. Eng. , vol.37 , pp. 243-251
    • Baratta, R.1    Solomonow, M.2
  • 16
    • 0034283310 scopus 로고    scopus 로고
    • The relationship between electrical stimulus and joint torque: A dynamic model
    • Ferrarin M, Pedotti A. The relationship between electrical stimulus and joint torque: a dynamic model. IEEE Trans Rehabil Eng 2000;8:342-351
    • (2000) IEEE Trans. Rehabil. Eng. , vol.8 , pp. 342-351
    • Ferrarin, M.1    Pedotti, A.2
  • 20
    • 0033640620 scopus 로고    scopus 로고
    • A new method for the control of discrete non linear dynamic systems using neural networks
    • Adetona O, Garcia E, Keel LH. A new method for the control of discrete non linear dynamic systems using neural networks. IEEE Trans Neural Networks 2000;11:102-112
    • (2000) IEEE Trans. Neural Networks , vol.11 , pp. 102-112
    • Adetona, O.1    Garcia, E.2    Keel, L.H.3
  • 21
  • 22
    • 0028543366 scopus 로고
    • Training feedforward networks with the Marquardt algorithm
    • Hagan MT, Menhaj M. Training feedforward networks with the Marquardt algorithm. IEEE Trans Neural Networks 1994;5:989-993
    • (1994) IEEE Trans. Neural Networks , vol.5 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.2
  • 23
    • 0004197136 scopus 로고    scopus 로고
    • Neural and adaptive systems: Fundamentals through simulation
    • New York; John Wiley & Sons
    • Principe JC, Euliano NR, Lefebvre WC. Neural and adaptive systems: fundamentals through simulation. New York; John Wiley & Sons 2000
    • (2000)
    • Principe, J.C.1    Euliano, N.R.2    Lefebvre, W.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.