Efficient Multiplier-less Perceptron Architecture for Realization of Multilayer Perceptron Inference Models Article

Tripathi, Raghuvendra Pratap, Tiwari, Manish, Dhawan, Amit et al. (2023). Efficient Multiplier-less Perceptron Architecture for Realization of Multilayer Perceptron Inference Models . 42(8), 4637-4668. 10.1007/s00034-023-02318-1

cited authors

  • Tripathi, Raghuvendra Pratap; Tiwari, Manish; Dhawan, Amit; Jha, Sumit Kumar; Singh, Arun Kumar

authors

publication date

  • August 1, 2023

keywords

  • Activation function
  • Artificial neural network
  • DESIGN
  • Distributive arithmetic
  • Engineering
  • Engineering, Electrical & Electronic
  • FPGA IMPLEMENTATION
  • FPGA implementation
  • HARDWARE
  • Hardware implementation
  • Multilayer perceptron model
  • NEURAL-NETWORK
  • SIGMOID FUNCTION
  • Science & Technology
  • Technology

Digital Object Identifier (DOI)

publisher

  • SPRINGER BIRKHAUSER

start page

  • 4637

end page

  • 4668

volume

  • 42

issue

  • 8