Federated 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.
This 120 sq. m platform is home to resources for the development, implementation, and validation of safe, high-uptime structural health monitoring (SHM) systems for critical structures like aircraft, nuclear power plants, wind turbines, and bridges.
N2D2 is used to optimize neural networks, embed them on components or on dedicated hardware accelerators, and measure their performance.
Simulating human reasoning and leveraging data to aid in decision-making.
LIVA (LIst Visual Analyzer) offers semantic processing and, in particular, detection and classification, of visual data. CLIVA is a graphical user interface (GUI) used to configure LIVA.
Measurement, data analysis, simulation, and machine learning are vital to understanding industrial processes, predicting their performance, and automating decision making.