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Original Articles

Evaluation of broiler chicks responses to protein, methionine and tryptophan using neural network models

, , , &
Pages 327-332 | Received 30 Jul 2013, Accepted 07 Oct 2013, Published online: 05 Feb 2014

References

  • Abebe S, Morris TR. 1990. Effects of protein concentration on responses to dietary tryptophan by chicks. Br Poult Sci. 31:267–272. 10.1080/00071669008417257
  • Andrews EAM, Morris Q, Bonner AJ. 2008. Neural networks approaches for discovering the learnable correlation between gene function and gene expression in mouse. Neurocomputing. 71:3168–3175. 10.1016/j.neucom.2008.04.035
  • Basheer IA, Hajmeer M. 2000. Artificial neural networks: fundamentals, computing, design, and application. J Microbiol Methods. 43:3–31. 10.1016/S0167-7012(00)00201-3
  • Costa EF, Miller BR, Houston JE, Pesti GM. 2001. Production and profitability responses to alternative protein sources and levels in broiler rations. J Agric Appl Econ. 33:567–581.
  • Cybenko G. 1989. Approximation by superpositions of a sigmoidal function. Math Cont Sign Syst. 2:303–314. 10.1007/BF02551274
  • Faridi A, Golian A. 2011. The use of neural network models to estimate early egg production in broiler breeder hens through dietary nutrient intake. Poult Sci. 90:2897–2903. 10.3382/ps.2011-01629
  • Faridi A, Mottaghitalab M, Darmani-Kuhi H, France J, Ahmadi H. 2011. Predicting carcass energy content and composition in broilers using the group method of data handling-type neural networks. J Agric Sci Cam. 149:249–254. 10.1017/S002185961000105X
  • Gabrijel I, Dobnikar A. 2003. On-line identification and reconstruction of finite automata with generalized recurrent neural networks. Neural Netw. 16:101–120. 10.1016/S0893-6080(02)00221-6
  • Garcia Neto M, Pesti GM, Bakalli RI. 2000. Influence of dietary protein level on the broiler chicken's response to methionine and betaine supplements. Poult. Sci. 79:1478–1484.
  • Hewitt D, Lewis D. 1972. The amino acid requirements of the growing chick. 1. Determination of amino acid requirements. Br Poult Sci. 13:449–463. 10.1080/00071667208415973
  • Hunter A, Kennedy L, Henry J, Ferguson I. 2000. Application of neural networks and sensitivity analysis to improved prediction of trauma survival. Comput Meth Prog Biomed. 62:11–19. 10.1016/S0169-2607(99)00046-2
  • JMP. 2007. JMP user's guide. Version 7.0. Cary (NC): SAS Institute.
  • Lou W, Nakai S. 2001. Artificial neural network-based predictive model for bacterial growth in a simulated medium of modified-atmosphere-packed cooked meat products. J Agric Food Chem. 49:1799–1804. 10.1021/jf000650m
  • Morris TR, Gous RM, Abebe S. 1992. Effects of dietary protein concentration on the response of growing chicks to methionine. Br Poult Sci. 33:795–803. 10.1080/00071669208417521
  • [NRC] National Research Council. 1994. Nutrient requirements of poultry. 9th Revised ed. Washington (DC): National Academy of Sciences.
  • Pesti GM. 2009. Impact of dietary amino acid and crude protein levels in broiler feeds on biological performance. J Appl Poult Res. 18:477–486. 10.3382/japr.2008-00105
  • Rogers SR, Pesti GM. 1989. Effect of protein on the tryptophan requirement of the growing chick and subsequent effects on lipid metabolism. Poult Sci. 68:200( Abstr.).
  • Rosa A, Pesti GM. 2001. Estimation of the tryptophan requirement of chickens for maximum body weight gain and feed efficiency. J Appl Poult Res. 10:135–140.
  • Rosa AP, Pesti GM, EdwardsJr HM, Bakalli RI. 2001. Tryptophan requirement of different broiler genotypes. Poult Sci. 80:1718–1722.
  • Si J, Fritts CA, Waldroup PW, Burnham DJ. 2004. Effects of tryptophan to large neutral amino acid ratios and overall amino acid levels on utilization of diets low in crude protein by broilers. J Appl Poult Res. 13:570–578.
  • Smith Jr NK, Waldroup PW. 1988. Estimation of the tryptophan requirement of male broiler chickens. Poult Sci. 67:1174–1177. 10.3382/ps.0671174
  • StatSoft. 2009. Statistica data analysis software system. Version 7.1. Tulsa, OK: StatSoft Inc.

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