Implementation of High Speed Tangent Sigmoid Transfer Function Approximations for Artificial Neural Network Applications on FPGA

This publication has 13 references indexed in Scilit:

• Hardware design and implementation of a novel ANN-based chaotic generator in FPGA
  Optik, 2016
• Hardware implementation of neural network with Sigmoidal activation functions using CORDIC
  Microprocessors and Microsystems, 2015
• Rare and hidden attractors in Van der Pol-Duffing oscillators
  The European Physical Journal Special Topics, 2015
• Modeling and optimization of bioethanol production from breadfruit starch hydrolyzate vis-à-vis response surface methodology and artificial neural network
  Renewable Energy, 2015
• Exponential synchronization of delayed memristor-based chaotic neural networks via periodically intermittent control
  Neural Networks, 2014
• Performance and exhaust emissions prediction of a CRDI assisted single cylinder diesel engine coupled with EGR using artificial neural network
  Applied Energy, 2014
• Automatic Assessing of Tremor Severity Using Nonlinear Dynamics, Artificial Neural Networks and Neuro-Fuzzy Classifier
  Advances in Electrical and Computer Engineering, 2014
• Low-resource hardware implementation of the hyperbolic tangent for artificial neural networks
  Neural Computing and Applications, 2013
• Self-Configurable FPGA-Based Computer Systems
  Advances in Electrical and Computer Engineering, 2013
• Neural network training based on FPGA with floating point number format and it’s performance
  Neural Computing and Applications, 2010