Deep Learning and Signals

KickView developed the popular online lab for NVIDIA on using deep learning for RF signal processing. Specifically, CNNs can be utilized for low-SNR signal detection problems.  We used a custom CNN trained on noisy spectrograms to detect events in RF signal data.  The network has an impressive capability of detecting signals below the noise floor without knowing the start or stop time/frequency, which is difficult using traditional signal detection techniques.  This lab has led others to create real-world solutions around signal detection using AI.  Go check it out – RF Signal Detection With Deep Learning