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Volumn 37, Issue 1, 2007, Pages 100-109

Estimation of the dynamic spinal forces using a recurrent fuzzy neural network

Author keywords

Fuzzy neural networks; Spinal force

Indexed keywords

BIOMECHANICS; COMPUTER SIMULATION; ELECTROMYOGRAPHY; FUZZY NEURAL NETWORKS; KINEMATICS; RECURRENT NEURAL NETWORKS;

EID: 33847677263     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCB.2006.881298     Document Type: Article
Times cited : (41)

References (27)
  • 1
    • 0038368884 scopus 로고    scopus 로고
    • "An EMG-driven musculoskeletal model to estimate muscle forces and knee joint moments in vivo"
    • Jun
    • D. G. Lloyd and T. F. Besier, "An EMG-driven musculoskeletal model to estimate muscle forces and knee joint moments in vivo," J. Biomech., vol. 36, no. 6, pp. 765-776, Jun. 2003.
    • (2003) J. Biomech. , vol.36 , Issue.6 , pp. 765-776
    • Lloyd, D.G.1    Besier, T.F.2
  • 2
    • 0018014573 scopus 로고
    • "Use of surface electromyogram as a measure of dynamic force in human limb muscles"
    • Sep
    • P. A. Crosby, "Use of surface electromyogram as a measure of dynamic force in human limb muscles," Med. Biol. Eng. Comput., vol. 16, no. 5, pp. 519-524, Sep. 1978.
    • (1978) Med. Biol. Eng. Comput. , vol.16 , Issue.5 , pp. 519-524
    • Crosby, P.A.1
  • 3
    • 0035992816 scopus 로고    scopus 로고
    • "Prediction of joint moments using a neural network model of muscle activations from EMG signals"
    • Mar
    • L. Wang and T. S. Buchanan, "Prediction of joint moments using a neural network model of muscle activations from EMG signals," IEEE Trans. Neural Syst. Rehabil. Eng., vol. 10, no. 1, pp. 30-37, Mar. 2002.
    • (2002) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.10 , Issue.1 , pp. 30-37
    • Wang, L.1    Buchanan, T.S.2
  • 4
    • 0032933903 scopus 로고    scopus 로고
    • "Isokinetic elbow joint torques estimation form surface EMG and joint kinematic data: Using an artificial neural network model"
    • J. J. Luh, G. C. Chang, C. K. Cheng, J. S. Lai, and T. S. Kuo, "Isokinetic elbow joint torques estimation form surface EMG and joint kinematic data: Using an artificial neural network model," J. Electromyogr. Kinesiol., vol. 1, no. 9, pp. 173-183, 1999.
    • (1999) J. Electromyogr. Kinesiol. , vol.1 , Issue.9 , pp. 173-183
    • Luh, J.J.1    Chang, G.C.2    Cheng, C.K.3    Lai, J.S.4    Kuo, T.S.5
  • 5
    • 0344132046 scopus 로고    scopus 로고
    • "Dynamic muscle force predictions from EMG: An artificial neural network approach"
    • Dec
    • M. M. Liu, W. Herzog, and H. H. Savelberg, "Dynamic muscle force predictions from EMG: An artificial neural network approach," J. Electromyogr. Kinesiol., vol. 9, no. 6, pp. 391-400, Dec. 1999.
    • (1999) J. Electromyogr. Kinesiol. , vol.9 , Issue.6 , pp. 391-400
    • Liu, M.M.1    Herzog, W.2    Savelberg, H.H.3
  • 6
    • 0036880174 scopus 로고    scopus 로고
    • "Intention detection using a neuro-fuzzy EMG classifier"
    • Nov./Dec
    • S. E. Hussein and M. H. Granat, "Intention detection using a neuro-fuzzy EMG classifier," IEEE Eng. Med. Biol. Mag., vol. 21, no. 6, pp. 123-129, Nov./Dec. 2002.
    • (2002) IEEE Eng. Med. Biol. Mag. , vol.21 , Issue.6 , pp. 123-129
    • Hussein, S.E.1    Granat, M.H.2
  • 7
    • 4344606548 scopus 로고    scopus 로고
    • "Neuro-fuzzy control of a robotic exoskeleton with EMG signals"
    • Aug
    • K. Kiguchi, T. Tanaka, and T. Fukuda, "Neuro-fuzzy control of a robotic exoskeleton with EMG signals," IEEE Trans. Fuzzy Syst., vol. 12, no. 4, pp. 481-490, Aug. 2004.
    • (2004) IEEE Trans. Fuzzy Syst. , vol.12 , Issue.4 , pp. 481-490
    • Kiguchi, K.1    Tanaka, T.2    Fukuda, T.3
  • 8
    • 10844227345 scopus 로고    scopus 로고
    • "Prediction of EMG signals of trunk muscles in manual lifting using a neural network model"
    • in Jul. 25-29
    • Y. Hou, J. M. Zurada, and W. Karwowski, "Prediction of EMG signals of trunk muscles in manual lifting using a neural network model," in Proc. Int. Joint Conf. Neural Netw., Jul. 25-29, 2004, pp. 1935-1940.
    • (2004) Proc. Int. Joint Conf. Neural Netw. , pp. 1935-1940
    • Hou, Y.1    Zurada, J.M.2    Karwowski, W.3
  • 9
    • 21244435208 scopus 로고    scopus 로고
    • "Prediction of dynamic forces on lumbar joint using a recurrent neural network model"
    • in Dec. 16-18
    • Y. Hou, J. M. Zurada, and W. Karwowski, "Prediction of dynamic forces on lumbar joint using a recurrent neural network model," in Proc. Int. Conf. Mach. Learning Appl. (ICMLA), Dec. 16-18, 2004, pp. 360-365.
    • (2004) Proc. Int. Conf. Mach. Learning Appl. (ICMLA) , pp. 360-365
    • Hou, Y.1    Zurada, J.M.2    Karwowski, W.3
  • 10
    • 0033692531 scopus 로고    scopus 로고
    • "Dynamic fuzzy neural networks - A novel approach to function approximation"
    • Apr
    • S. Wu and M. J. Er, "Dynamic fuzzy neural networks - A novel approach to function approximation," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 30, no. 2, pp. 358-364, Apr. 2000.
    • (2000) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.30 , Issue.2 , pp. 358-364
    • Wu, S.1    Er, M.J.2
  • 11
    • 0035415951 scopus 로고    scopus 로고
    • "A fast approach for automatic generation of fuzzy rules by generalized dynamic fuzzy neural networks"
    • Aug
    • S. Wu, M. J. Er, and Y. Gao, "A fast approach for automatic generation of fuzzy rules by generalized dynamic fuzzy neural networks," IEEE Trans. Fuzzy Syst., vol. 9, no. 4, pp. 578-594, Aug. 2001.
    • (2001) IEEE Trans. Fuzzy Syst. , vol.9 , Issue.4 , pp. 578-594
    • Wu, S.1    Er, M.J.2    Gao, Y.3
  • 12
    • 0031999146 scopus 로고    scopus 로고
    • "An on-line self-constructing neural fuzzy inference network and its applications"
    • Feb
    • C. F. Juang and C. T. Lin, "An on-line self-constructing neural fuzzy inference network and its applications," IEEE Trans. Fuzzy Syst., vol. 6, no. 1, pp. 12-32, Feb. 1998.
    • (1998) IEEE Trans. Fuzzy Syst. , vol.6 , Issue.1 , pp. 12-32
    • Juang, C.F.1    Lin, C.T.2
  • 13
    • 0032681147 scopus 로고    scopus 로고
    • "A recurrent self-organizing neural fuzzy inference network"
    • Jul
    • C. F. Juang and C. T. Lin, "A recurrent self-organizing neural fuzzy inference network," IEEE Trans. Neural Netw., vol. 10, no. 4, pp. 828-845, Jul. 1999.
    • (1999) IEEE Trans. Neural Netw. , vol.10 , Issue.4 , pp. 828-845
    • Juang, C.F.1    Lin, C.T.2
  • 14
    • 0034244894 scopus 로고    scopus 로고
    • "Identification and control of dynamic systems using recurrent fuzzy neural networks"
    • Aug
    • C. H. Lee and C. C. Teng, "Identification and control of dynamic systems using recurrent fuzzy neural networks," IEEE Trans. Fuzzy Syst., vol. 8, no. 4, pp. 349-366, Aug. 2000.
    • (2000) IEEE Trans. Fuzzy Syst. , vol.8 , Issue.4 , pp. 349-366
    • Lee, C.H.1    Teng, C.C.2
  • 15
    • 7244237932 scopus 로고    scopus 로고
    • "Supervisory recurrent fuzzy neural network control of wing rock for slender delta wings"
    • Oct
    • C. M. Lin and C. F. Hsu, "Supervisory recurrent fuzzy neural network control of wing rock for slender delta wings," IEEE Trans. Fuzzy Syst., vol. 12, no. 5, pp. 733-742, Oct. 2004.
    • (2004) IEEE Trans. Fuzzy Syst. , vol.12 , Issue.5 , pp. 733-742
    • Lin, C.M.1    Hsu, C.F.2
  • 16
    • 0036531230 scopus 로고    scopus 로고
    • "A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithms"
    • Apr
    • C. F. Juang, "A TSK-type recurrent fuzzy network for dynamic systems processing by neural network and genetic algorithms," IEEE Trans. Fuzzy Syst., vol. 10, no. 2, pp. 155-170, Apr. 2002.
    • (2002) IEEE Trans. Fuzzy Syst. , vol.10 , Issue.2 , pp. 155-170
    • Juang, C.F.1
  • 17
    • 0035245365 scopus 로고    scopus 로고
    • "Hybrid control using recurrent fuzzy neural network for linear-induction motor servo drive"
    • Jan
    • F. J. Lin and R. J. Wai, "Hybrid control using recurrent fuzzy neural network for linear-induction motor servo drive," IEEE Trans. Fuzzy Syst., vol. 9, no. 1, pp. 68-90, Jan. 2001.
    • (2001) IEEE Trans. Fuzzy Syst. , vol.9 , Issue.1 , pp. 68-90
    • Lin, F.J.1    Wai, R.J.2
  • 18
    • 0035115680 scopus 로고    scopus 로고
    • "Hybrid supervisory control using recurrent fuzzy neural network for tracking periodic inputs"
    • Feb
    • F. J. Lin, R. J. Wai, and C. M. Hong, "Hybrid supervisory control using recurrent fuzzy neural network for tracking periodic inputs," IEEE Trans. Neural Netw., vol. 12, no. 1, pp. 102-115, Feb. 2001.
    • (2001) IEEE Trans. Neural Netw. , vol.12 , Issue.1 , pp. 102-115
    • Lin, F.J.1    Wai, R.J.2    Hong, C.M.3
  • 19
    • 0001202594 scopus 로고
    • "A learning algorithm for continually running recurrent neural networks"
    • Y. C. Wang and D. Zipser, "A learning algorithm for continually running recurrent neural networks," Neurol Comput., vol. 1, no. 2, pp. 270-280, 1989.
    • (1989) Neural Comput. , vol.1 , Issue.2 , pp. 270-280
    • Wang, Y.C.1    Zipser, D.2
  • 20
    • 0037525534 scopus 로고    scopus 로고
    • "A neuro-fuzzy system modeling with self-constructing rule generation and hybrid SVD-based"
    • Jun
    • S. J. Lee and C. S. Ouyang, "A neuro-fuzzy system modeling with self-constructing rule generation and hybrid SVD-based," IEEE Trans. Fuzzy Syst., vol. 11, no. 3, pp. 341-353, Jun. 2003.
    • (2003) IEEE Trans. Fuzzy Syst. , vol.11 , Issue.3 , pp. 341-353
    • Lee, S.J.1    Ouyang, C.S.2
  • 21
    • 4844222566 scopus 로고    scopus 로고
    • "Prediction and identification using wavelet-based recurrent fuzzy neural networks"
    • Oct
    • C. J. Lin and C. C. Chin, "Prediction and identification using wavelet-based recurrent fuzzy neural networks," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 5, pp. 2144-2154, Oct. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.5 , pp. 2144-2154
    • Lin, C.J.1    Chin, C.C.2
  • 22
    • 2942512996 scopus 로고    scopus 로고
    • "Direct adaptive iterative learning control of nonlinear systems using an output-recurrent fuzzy neural network"
    • Jun
    • R. J. Williams, C. J. Chien, and C. C. Teng, "Direct adaptive iterative learning control of nonlinear systems using an output-recurrent fuzzy neural network," IEEE Trans. Syst., Man, Cybern. B, Cybern., vol. 34, no. 3, pp. 1348-1359, Jun. 2004.
    • (2004) IEEE Trans. Syst., Man, Cybern. B, Cybern. , vol.34 , Issue.3 , pp. 1348-1359
    • Williams, R.J.1    Chien, C.J.2    Teng, C.C.3
  • 23
    • 33847666238 scopus 로고    scopus 로고
    • "Identification of input variables using fuzzy average with fuzzy cluster distribution"
    • to be published
    • Y. Hou, J. M. Zurada, W. Karwowski, W. S. Maras, and K. Davis, "Identification of input variables using fuzzy average with fuzzy cluster distribution," IEEE Trans. Fuzzy Syst., to be published.
    • IEEE Trans. Fuzzy Syst.
    • Hou, Y.1    Zurada, J.M.2    Karwowski, W.3    Maras, W.S.4    Davis, K.5
  • 24
    • 26844465897 scopus 로고    scopus 로고
    • "A hybrid neurofuzzy approach for spinal force evaluation in manual materials handling tasks"
    • in Changsha, China, Aug. 27-29
    • Y. Hou, J. M. Zurada, W. Karwowski, and W. S. Maras, "A hybrid neurofuzzy approach for spinal force evaluation in manual materials handling tasks," in Proc. ICNC, Changsha, China, Aug. 27-29, 2005, pp. 1216-1225.
    • (2005) Proc. ICNC , pp. 1216-1225
    • Hou, Y.1    Zurada, J.M.2    Karwowski, W.3    Maras, W.S.4
  • 25
    • 0032810969 scopus 로고    scopus 로고
    • "Variability in spine loading model performance"
    • Oct
    • W. S. Marras, K. P. Granta, and K. G. Davis, "Variability in spine loading model performance," Clin. Biomech., vol. 14, no. 8, pp. 505-514, Oct. 1999.
    • (1999) Clin. Biomech. , vol.14 , Issue.8 , pp. 505-514
    • Marras, W.S.1    Granta, K.P.2    Davis, K.G.3
  • 26
    • 0032893673 scopus 로고    scopus 로고
    • "Variation in spinal load and trunk dynamics during repeated lifting exertions"
    • Jul
    • K. P. Granata, W. S. Marras, and K. G. Davis, "Variation in spinal load and trunk dynamics during repeated lifting exertions," Clin. Biomech., vol. 14, no. 6, pp. 367-375, Jul. 1999.
    • (1999) Clin. Biomech. , vol.14 , Issue.6 , pp. 367-375
    • Granata, K.P.1    Marras, W.S.2    Davis, K.G.3
  • 27
    • 0030784574 scopus 로고    scopus 로고
    • "The development of an EMG-assisted model to assess spine loading during whole-body free-dynamic lifting"
    • W. S. Marras and K. P. Granata, "The development of an EMG-assisted model to assess spine loading during whole-body free-dynamic lifting," J. Electromyogr. Kinesiol., vol. 7, no. 4, pp. 259-268, 1997.
    • (1997) J. Electromyogr. Kinesiol. , vol.7 , Issue.4 , pp. 259-268
    • Marras, W.S.1    Granata, K.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.