Protecting the Intellectual Property of AI with Watermarking

If we can protect videos, audio and photos with digital watermarking, why not AI models? This is the question my colleagues and I asked ourselves as we looked to develop a technique to assure developers that their hard work in building AI, such as deep learning models, can be protected. You may be thinking, “Protected […]

Continue reading

The Future of AI Needs Better Compute: Hardware Accelerators Based on Analog Memory Devices

A machine learning technique for evaluating materials used to make analog accelerators, whose lower power and faster speed can drive deep learning.

Continue reading