An IP Core and GUI for Implementing Multilayer Perceptron with a Fuzzy Activation Function on Configurable Logic Devices

: This paper describes the development of an Intellectual Property (IP) core in VHDL able to implement a Multilayer Perceptron (MLP) artificial neural network (ANN) topology with up to 2 hidden layers, 128 neurons, and 31 inputs per neuron. Neural network models are usually developed by using programming languages, such as Matlab

• Type: Journal
• Year: 2008
• Where: JUCS
• Authors: Alfredo Rosado Muñoz, Luis Gómez-Chova, Joan Vila-Francés
• Keywords: Artificial Neural Network, JUCS 2008, Neural Network, Neural Network Models