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Volumn 265, Issue 4, 2010, Pages 579-585

A neural network approach for the prediction of in vitro culture parameters for maximum biomass yields in hairy root cultures

Author keywords

ANN; Back propagation network; Glycyrrhiza; Hairy roots; Regression network

Indexed keywords

ACCURACY ASSESSMENT; ANGIOSPERM; ARTIFICIAL NEURAL NETWORK; BACK PROPAGATION; BIOMASS; BIOREACTOR; MODELING; REGRESSION ANALYSIS; ROOT SYSTEM; TRANSFER FUNCTION; YIELD;

EID: 77954522991     PISSN: 00225193     EISSN: 10958541     Source Type: Journal    
DOI: 10.1016/j.jtbi.2010.05.020     Document Type: Article
Times cited : (31)

References (17)
  • 1
    • 0029159052 scopus 로고
    • Biomass estimation in plant cell cultures: a neural network approach
    • Albiol J., Campmajo C., Casas C., Poch M. Biomass estimation in plant cell cultures: a neural network approach. Biotechnol. Prog. 1995, 11:8-92.
    • (1995) Biotechnol. Prog. , vol.11 , pp. 8-92
    • Albiol, J.1    Campmajo, C.2    Casas, C.3    Poch, M.4
  • 2
    • 0027552335 scopus 로고
    • Biomass estimation in plant cell cultures using an extended Kalman filter
    • Albiol J., Robuste J., Casas C., Poch M. Biomass estimation in plant cell cultures using an extended Kalman filter. Biotechnol. Prog. 1993, 9:174-178.
    • (1993) Biotechnol. Prog. , vol.9 , pp. 174-178
    • Albiol, J.1    Robuste, J.2    Casas, C.3    Poch, M.4
  • 3
    • 0034693464 scopus 로고    scopus 로고
    • Inhibitory role of root hairs on transport with in root cultures bioreactors
    • Bordonaro J.L., Curtis W.R. Inhibitory role of root hairs on transport with in root cultures bioreactors. Biotechnol. Bioeng. 2000, 70:176-186.
    • (2000) Biotechnol. Bioeng. , vol.70 , pp. 176-186
    • Bordonaro, J.L.1    Curtis, W.R.2
  • 4
    • 0031442971 scopus 로고    scopus 로고
    • Image analysis associated with fuzzy neural network and estimation of shoot length of regenerated rice callus
    • Honda H., Takikawa N., Noguchi H., Hanai T., Kobayashi T. Image analysis associated with fuzzy neural network and estimation of shoot length of regenerated rice callus. J. Ferment. Bioeng. 1997, 84:342-347.
    • (1997) J. Ferment. Bioeng. , vol.84 , pp. 342-347
    • Honda, H.1    Takikawa, N.2    Noguchi, H.3    Hanai, T.4    Kobayashi, T.5
  • 5
    • 0026648778 scopus 로고
    • Improvement of catharanthine productivity in hairy root cultures of Catharanthus roseus by using monosaccharides as a carbon source
    • Jung K.H., Kwak S.S., Kim S.W., Lee H., Choi C.Y., Lin J.R. Improvement of catharanthine productivity in hairy root cultures of Catharanthus roseus by using monosaccharides as a carbon source. Biotechnol. Lett. 1992, 14:695-700.
    • (1992) Biotechnol. Lett. , vol.14 , pp. 695-700
    • Jung, K.H.1    Kwak, S.S.2    Kim, S.W.3    Lee, H.4    Choi, C.Y.5    Lin, J.R.6
  • 6
    • 44349132823 scopus 로고    scopus 로고
    • Genetic transformation studies and scale up of hairy root culture of Glycyrrhiza glabra in bioreactor
    • Mehrotra S., Kukreja A.K., Khanuja S.P.S., Mishra B.N. Genetic transformation studies and scale up of hairy root culture of Glycyrrhiza glabra in bioreactor. Electron. J. Biotechnol. 2008, 11(2).
    • (2008) Electron. J. Biotechnol. , vol.11 , Issue.2
    • Mehrotra, S.1    Kukreja, A.K.2    Khanuja, S.P.S.3    Mishra, B.N.4
  • 7
    • 50449104471 scopus 로고    scopus 로고
    • Efficiency of neural networks for prediction of in vitro culture conditions and inoculum properties for optimum productivity
    • Mehrotra S., Prakash Om, Mishra B.N., Dwevedi B. Efficiency of neural networks for prediction of in vitro culture conditions and inoculum properties for optimum productivity. Plant Cell Tissue Org. Cult. 2008, 29-35. 10.1007/s11240-008-9410-0.
    • (2008) Plant Cell Tissue Org. Cult. , pp. 29-35
    • Mehrotra, S.1    Prakash, O.2    Mishra, B.N.3    Dwevedi, B.4
  • 8
    • 0031055914 scopus 로고    scopus 로고
    • Global and local neural network models in biotechnology: application to different cultivation processes
    • Nazmul Karim M., Yoshida T., Rivera S.L., Saucedo V.M., Eikens B., Oh G.S. Global and local neural network models in biotechnology: application to different cultivation processes. J. Ferment. Bioeng. 1997, 83:1-11.
    • (1997) J. Ferment. Bioeng. , vol.83 , pp. 1-11
    • Nazmul Karim, M.1    Yoshida, T.2    Rivera, S.L.3    Saucedo, V.M.4    Eikens, B.5    Oh, G.S.6
  • 9
    • 37049252502 scopus 로고
    • Haploid plants from pollen grains
    • Nitsch J.P., Nitsch C. Haploid plants from pollen grains. Science 1969, 163(3862):85-87.
    • (1969) Science , vol.163 , Issue.3862 , pp. 85-87
    • Nitsch, J.P.1    Nitsch, C.2
  • 10
    • 0031612262 scopus 로고    scopus 로고
    • Phenolic constituents of licorice (Glycyrrhiza species)
    • Springer-Verlag, Wein, New York, K. Herz, G.W. Kirby, R.E. Moore, W. Steglich, C. Tamm (Eds.)
    • Nomura T., Fukai T. Phenolic constituents of licorice (Glycyrrhiza species). Progress in the Chemistry of Organic Natural Products 1998, Springer-Verlag, Wein, New York. K. Herz, G.W. Kirby, R.E. Moore, W. Steglich, C. Tamm (Eds.).
    • (1998) Progress in the Chemistry of Organic Natural Products
    • Nomura, T.1    Fukai, T.2
  • 11
    • 50449098659 scopus 로고    scopus 로고
    • Applications and potentials of artificial neural networks in plant tissue culture
    • Springer, Dordrecht, The Netherlands, S. Datta Gupta, Y. Ibaraki (Eds.)
    • Prasad V.S.S., Datta Gupta S. Applications and potentials of artificial neural networks in plant tissue culture. Plant Tissue Culture Engineering 2006, 47-66. Springer, Dordrecht, The Netherlands. 10.1007/978-1-4020-3694-1_3. S. Datta Gupta, Y. Ibaraki (Eds.).
    • (2006) Plant Tissue Culture Engineering , pp. 47-66
    • Prasad, V.S.S.1    Datta Gupta, S.2
  • 13
    • 0034644550 scopus 로고    scopus 로고
    • Root hairiness: effect on fluid flow and oxygen transfer in hairy root cultures
    • Shiao T.L., Doran P.M. Root hairiness: effect on fluid flow and oxygen transfer in hairy root cultures. J. Biotechnol. 2000, 83:199-210.
    • (2000) J. Biotechnol. , vol.83 , pp. 199-210
    • Shiao, T.L.1    Doran, P.M.2
  • 14
    • 0030302287 scopus 로고    scopus 로고
    • Inverse technique for analysis of convective heat transfer over the surface of plant culture vessel
    • Suroso Murase H., Tani A., Honami N., Takigawa H., Nishiura Y. Inverse technique for analysis of convective heat transfer over the surface of plant culture vessel. Trans. ASAE 1996, 39:2277-2282.
    • (1996) Trans. ASAE , vol.39 , pp. 2277-2282
    • Suroso Murase, H.1    Tani, A.2    Honami, N.3    Takigawa, H.4    Nishiura, Y.5
  • 15
    • 33947359754 scopus 로고    scopus 로고
    • Selecting effective siRNA sequences by using radial basis function network and decision tree learning
    • Takasaki S., Kawamura Y., Konagaya A. Selecting effective siRNA sequences by using radial basis function network and decision tree learning. BMC Bioinformatics 2006, 7(Suppl 5):S22. 10.1186/1471-2105-7-S5-S22.
    • (2006) BMC Bioinformatics , vol.7 , Issue.SUPPL 5
    • Takasaki, S.1    Kawamura, Y.2    Konagaya, A.3
  • 17
    • 0032847208 scopus 로고    scopus 로고
    • A neural network based pattern recognition system for somatic embryos of Douglas fir
    • Zhang C., Timmis R., Shou H.W. A neural network based pattern recognition system for somatic embryos of Douglas fir. Plant Cell Tissue Org. Cult. 1999, 56:25-35.
    • (1999) Plant Cell Tissue Org. Cult. , vol.56 , pp. 25-35
    • Zhang, C.1    Timmis, R.2    Shou, H.W.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.