Digital Design of Radial Basis Function Neural Network and Recurrent Neural Network

Artificial Neural Network (ANN) are significantly used for fast and highly accurate computation in various fields. This paper addresses digital design for two Machine learning Algorithms, Radial Basis Function Neural Network (RBFNN) and the Long Short Term Memory Recurrent Neural Network (LSTM-RNN). The stochastic gradient descent (SGD) method is used as a learning algorithm for the former and Simultaneous Perturbation Stochastic Approximation...