Speeding innovation for industry
Article | Software technologies
Smart digital systems
The number of connected objects in use is growing exponentially. And CEA Tech institute List is conducting R&D to give connected objects the capacity to interact naturally with users and the environment. List researchers are developing reliable, secure communications and are designing intuitive interfaces (haptic solutions, augmented reality, and enhanced ergonomics) to help deliver new services to users. List is also investigating language analysis, using data processing and image interpretation to identify context and facilitate interactions with users.
This research leverages state-of-the art technologies, positioning List to bring its partners a substantial competitive advantage on the connected objects market.
ALL TECHNOLOGY PLATFORMS
Federated learning is rapidly gaining traction in artificial intelligence and machine learning. CEA-List’s new platform offers a range of innovative tools partners can use to train their models while maintaining a very high level of data security. The platform will be constantly updated with advanced modules to handle heterogeneous data and improve cybersecurity.
The Divora automated voice-dictation report-generation tool is built on a multilingual language analyzer developed by CEA-List, a CEA Tech institute. The tool saves time and enhances the quality of the information recorded.
Explainable AI—when an artificial intelligence produces an explanation of a decision along with the decision itself—is a requirement for certain applications. CEA-List, a CEA Tech institute, recently tackled this major issue in trusted AI by developing a new machine learning module that can classify images and annotate objects. The module has been integrated into the ExpressIF® AI platform.
Researchers from CEA-List, a CEA Tech institute, have trialed a new approach to the formal validation of neural networks applied to image recognition. Their goal is to improve the safety of features such as pedestrian detection.
ExpressIF™, the artificial reasoning platform developed by CEA-List, a CEA Tech institute, has been augmented with a spatial data processing module to assist in decision making. The technology is currently being used to manage wildfires, but it also offers potential in other emergency management situations.
How to collaborate with CEA Tech teams ?
CEA is a French government-funded technological research organisation in four main areas: low-carbon energies, defense and security, information technologies and health technologies. A prominent player in the European Research Area, it is involved in setting up collaborative projects with many partners around the world.