HRL Laboratories, LLC, has launched an ambitious project to develop a machine learning system that leverages knowledge of a set of labeled data onto a new unlabeled data set the way a child can recognize a zebra while only having ever seen a horse, but being told that zebras look like striped horses.

AMAZING System Will Enable Autonomous Systems to Identify Unknown Images

Scientists at HRL Laboratories have published their new framework for training computer deep neural networks to be able to classify synthetic aperture radar (SAR) images without a large labeled data set, solving the problem of SAR image identification when only a few labeled data were available.

Radar that Learns to Identify Objects

Current HRL scientists Mike Daily and Dave Payton are pioneers in modern robotics, artificial intelligence, machine learning, and autonomy to name just a few of their areas of expertise. 

HRL Podcast E05 | Mike Daily and Dave Payton

Heiko Hoffmann explains the HRL patent Device and method to automatically tune the nerve stimulation pattern of a sensory-feedback capable prosthesis.

Can a Prosthetic Hand Feel Real Without Maintenance?

Jocelyn Hicks-Garner explains the HRL patent Methods of Making Cathodes for Aluminum Batteries that could lead to much longer lasting batteries.

Can a Phone Battery Last a Week on One Charge?