Proceedings of the National Academy of Sciences (PNAS)

Identifying variation in dinosaur footprints and classifying problematic specimens via unbiased unsupervised machine learning

Machine learning holds great promise for classifying and identifying fossils, and has recently been marshaled to identify trackmakers of dinosaur ...
IEEE

Real-Time Modulation Classification in Underwater Acoustic Channels Using Deep Learning

Automatic Modulation Classification (AMC) plays a critical role in both civilian and military communication systems, enabling efficient identification and demodulation of signals. It enables the ...
Beebom

What is CNN in Deep Learning? The AI Behind Computer Vision

CNN in deep learning is a special type of neural network that can understand images and visual information. It works just like human vision: first it detects edges, lines and then recognizes faces and ...
IEEE

An Uncertainty Quantification Framework for Deep Learning-Based Automatic Modulation Classification

Abstract: Deep learning has been shown to be highly effective for automatic modulation classification (AMC), which is a pivotal technology for next-generation cognitive communications. Yet, existing ...
GitHub

automatic-modulation-recognition

This is my Master's Degree Thesis repository. It's about Signal Modulation Classification (or Automatic Modulation Recognition) using Deep Learning.