Mounir Boukadoum

Fully parallel FPGA Implementation of an Artificial Neural Network Tuned by Genetic Algorithm

2018

An artificial neural network (ANN)-based method for radio-frequency analog circuit synthesis is implemented on a field-programmable gate array (FPGA). The ANN has four hidden layers, with fifteen neurons per hidden layer, and its hyper parameters …

Support Vector-Based Unsupervised Learning Approaches for Radio Frequency Interference Detection

2022 · 2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring)

The presence of unwanted signals in the radio frequency (RF) spectrum, called RF interference (RFI), is a major drawback in wireless communication systems. The detection of REI has been dealt mainly with signal processing and …