Biometric authentication stories

Researchers develop wave-based fingerprint identification system using metasurface neural networks

Scientists have created a new ultrasonic fingerprint recognition technology that uses metasurface-driven diffractive neural networks to perform physical computation directly in the sensor, eliminating the need for stored biometric templates and enabling single-step authentication.