Abstract
This research delves into sophisticated neural network frameworks like
Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN),
Long Short-Term Memory Networks (LSTMs), and Deep Belief Networks (DBNs)
for improved analysis of ECG signals via Field Programmable Gate Arrays
(FPGAs). Â The main purpose of this study is to see the advantage of
FPGA in biomedical computation. Â