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Original Article

An analysis of coarse-grain parallel training of a neural net

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Pages 73-91 | Received 26 Apr 1994, Published online: 09 Jul 2009

References

  • Barnard E. Optimization for training neural nets. IEEE Trans. Neural Networks 1992; 3: 232–40
  • Barnard E, Botha T H. Parallel implementations of neural networks: from SIMD to VLSI. Symp. on Parallel Processing, Design and Implementation, Pretoria. CSIR, 1991
  • Barnard E, Cole R A. A neural-net training program based on conjugate-gradient optimization. Oregon Graduate Center Technical Report No. CSE 89-014. 1989
  • Barnard E, Holm J E W. A comparative study of optimization techniques for backpropagation. Neurocomputing 1994; 6: 19–30
  • Brown N H. Neural network implementation approaches for the connection machine. Neural Information Processing Systems, D Z Anderson, Denver 1988; 127–36
  • Charalambous C. Conjugate gradient algorithms for efficient training of artificial neural networks. Proc. IEE G 1992; 139(3)301–10
  • Distante F, Sami M, Stefanelli R, Storti-Gajani G. Mapping neural nets onto a massively parallel architecture: a defect-tolerance solution. Proc. IEEE 1991; 79: 444–60
  • Flynn M J. Very high-speed computer systems. Proc. IEEE 1966; 54: 1901–9
  • Geist A, Beguelin A, Dongarra J, Jiang W, Mancheck R, Sunderam V. PVM 3 Users Guide and Reference Manual. Oak Ridge National Laboratory. 1993
  • IBM. Communication Concepts and Procedures, IBM, AIX version 3, for RISC System/6000
  • Jones D, Franklin S P. Choosing a network: matching architecture to the application. Handbook of Neural Computing Applications, A Maren, C Harston, R Pap. Academic, New York 1990, ch 14
  • Lippmann R P. An introduction to computing with neural nets. IEEE ASSP Magazine 1987; 2: 4–22
  • Misra M, Prasanna V K. Implementations of neural networks on massive memory organizations. IEEE Trans. Circuits and Systems II: Analog and Digital Signal Processing 1992; 39: 476–508
  • Rumelhart D E, Hinton G E, Williams R J. Parallel Distributed Processing. MIT Press, Cambridge MA 1986; I: 318–62, ch 8
  • Schalkoff R. Pattern Recognition: Statistical, Structural and Neural Approaches. Wiley, New York 1992, ch 12
  • Treleaven P, Pacheco M, Vellasco M. VLSI architectures for neural networks. IEEE Micro (December) 1989; 8–27

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