Deep learning techniques using convolutional networks on raw heartbeat signals and spectrograms can achieve state-of-the-art performance for ECG-based biometric recognition.
No takes yet. Share an insight, caveat, or question.
CNNs enable off-the-person ECG biometrics; leaves open prospective validation before security or clinical adoption.
Luz et al. (2017) studied this question.
Synapse has enriched 4 closely related papers on similar clinical questions. Consider them for comparative context: