FPGA Implementation of Neurocomputational Models: Comparison Between Standard Back-Propagation and C-Mantec Constructive Algorithm.
Francisco Ortega-ZamoranoJosé M. JerezGustavo JuárezLeonardo FrancoPublished in: Neural Process. Lett. (2017)
Keyphrases
- back propagation
- fpga implementation
- learning algorithm
- levenberg marquardt
- bp algorithm
- training algorithm
- probabilistic model
- neural network
- improved algorithm
- artificial neural networks
- hardware implementation
- feed forward neural networks
- mathematical model
- image processing algorithms
- optimization algorithm
- steepest descent method
- bp neural network
- weight update
- rbf network
- training process
- feed forward
- convergence rate
- particle swarm optimization
- low cost
- machine learning