AI System Identifies People With 98% Accuracy Using Heartbeat Patterns
DT4ECG: AI system uses heartbeat patterns to identify people & track activities with 98% accuracy, using CNNs & attention mechanisms. A smart security system that recognizes individuals by unique heartbeat signature.
This is a Plain English Papers summary of a research paper called AI System Uses Heartbeat Patterns to Identify People and Track Activities with 98% Accuracy. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Novel dual-task learning framework called DT4ECG for analyzing ECG signals Simultaneously performs human identity recognition and activity detection Achieves 98.7% accuracy for identity recognition and 96.2% for activity detection Uses convolutional neural networks and attention mechanisms Tested on dataset of 20 subjects perform...