Fuzzy logic based modification system for the learning rate in backpropagation

[1]  Geoffrey E. Hinton,et al.  Learning internal representations by error propagation , 1986 .

[2]  James L. McClelland,et al.  James L. McClelland, David Rumelhart and the PDP Research Group, Parallel distributed processing: explorations in the microstructure of cognition . Vol. 1. Foundations . Vol. 2. Psychological and biological models . Cambridge MA: M.I.T. Press, 1987. , 1989, Journal of Child Language.

[3]  Richard P. Lippmann,et al.  An introduction to computing with neural nets , 1987 .

[4]  Terrence J. Sejnowski,et al.  Parallel Networks that Learn to Pronounce English Text , 1987, Complex Syst..

[5]  Robert A. Jacobs,et al.  Increased rates of convergence through learning rate adaptation , 1987, Neural Networks.

[6]  Chuen-Chien Lee FUZZY LOGIC CONTROL SYSTEMS: FUZZY LOGIC CONTROLLER - PART I , 1990 .

[7]  K. Self,et al.  Designing with fuzzy logic , 1990, IEEE Spectrum.

[8]  Chuen-Chien Lee,et al.  Fuzzy logic in control systems: fuzzy logic controller. II , 1990, IEEE Trans. Syst. Man Cybern..

[9]  S Mangrulkar,et al.  Artificial neural systems. , 1990, ISA transactions.

[10]  Panos J. Antsaklis,et al.  A simple method to derive bounds on the size and to train multilayer neural networks , 1991, IEEE Trans. Neural Networks.

[11]  Geoffrey E. Hinton,et al.  How neural networks learn from experience. , 1992, Scientific American.

[12]  D.R. Hush,et al.  Progress in supervised neural networks , 1993, IEEE Signal Processing Magazine.

[13]  Michael Chester,et al.  Neural networks - a tutorial , 1993 .

[14]  Philip D. Wasserman,et al.  Advanced methods in neural computing , 1993, VNR computer library.

[15]  José Carlos Príncipe,et al.  Incremental backpropagation learning networks , 1996, IEEE Trans. Neural Networks.

[16]  Bhaskar D. Rao,et al.  A generalized learning paradigm exploiting the structure of feedforward neural networks , 1996, IEEE Trans. Neural Networks.

[17]  Ronald K. Jurgen Digital consumer electronics handbook , 1997 .

[18]  Adnan Shaout Fuzzy logic and microprocessor applications in household appliances , 1997 .

[19]  Sang-Hoon Oh Improving the error backpropagation algorithm with a modified error function , 1997, IEEE Trans. Neural Networks.

[20]  Simon Haykin,et al.  Neural Networks: A Comprehensive Foundation , 1998 .