4 citations · 14 across the 7 of their papers we have counts for
3 papers · 2 filters
Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection
Jonathan A. Soares, Vinícius H. Luiz, Dalton S. Arantes +1
In the ever-evolving field of artificial neural networks and learning systems, complex-valued neural networks (CVNNs) have become a cornerstone, achieving exceptional performance i…
Online ML-based Joint Channel Estimation and MIMO Decoding for Dynamic Channels
Luiz Fernando Moreira Teixeira, Vinicius Henrique Luiz, Jonathan Aguiar Soares +2
This paper presents an online method for joint channel estimation and decoding in massive MIMO-OFDM systems using complex-valued neural networks (CVNNs). The study evaluates the pe…
On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems
Jonathan A. Soares, Kayol S. Mayer, Dalton S. Arantes
In the ever-evolving field of digital communication systems, complex-valued neural networks (CVNNs) have become a cornerstone, delivering exceptional performance in tasks like equa…