• DocumentCode
    3783358
  • Title

    A neural network FPGA implementation

  • Author

    S. Coric;I. Latinovic;A. Pavasovic

  • Author_Institution
    Northeastern Univ., Boston, MA, USA
  • fYear
    2000
  • Firstpage
    117
  • Lastpage
    120
  • Abstract
    A design of a general-purpose neuron for topologies using backpropagation algorithm is described. The sigmoid activation function is also implemented. The neuron is then used in the design and implementation of a neural network, using Xilinx FPGA, with speed/area tradeoffs.
  • Keywords
    "Neural networks","Field programmable gate arrays","Neurons","Hardware","Network topology","Logic design","Read only memory","Algorithm design and analysis","Logistics","Programmable logic arrays"
  • Publisher
    ieee
  • Conference_Titel
    Neural Network Applications in Electrical Engineering, 2000. NEUREL 2000. Proceedings of the 5th Seminar on
  • Print_ISBN
    0-7803-5512-1
  • Type

    conf

  • DOI
    10.1109/NEUREL.2000.902397
  • Filename
    902397