L-DNN

Model family by Neurala · used by 1 application

AI Model

Neurala's proprietary Lifelong Deep Neural Network (L-DNN) edge AI architecture, protected by 21+ patents. A fast-learning Head sits on top of a pre-trained (frozen) Backbone that extracts features; the Head updates in seconds on-device with no cloud, no GPU, and no retraining from scratch. Includes three vision model types: Classification, Anomaly detection, and Detection. Key capabilities: real-time on-device learning, no catastrophic forgetting, trains from a handful of images (~98%+ accuracy from as few as 14 labeled images per class), runs on standard edge hardware (CPU/GPU/low-power processors), Brain Melding federated learning, and 'Nothing I Know' unknown rejection.