neural-networks

Technological advances • August 29, 2024

August 29, 2024 | A safety supervision environment for autonomous systems

CEA-List has developed a runtime safety supervision environment for autonomous systems built using AI.

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Technological advances • July 30, 2024

July 30, 2024 | AI robustness and safety characterization software

CAISAR (Characterizing Artificial Intelligence Safety and Robustness) is an end-to-end open source software environment for AI system specification and verification.

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Technological advances • October 18, 2022

October 18, 2022 | Deep learning for non-specialists now possible with transfer learning

CEA-List recently came up with a method for selecting the most suitable existing neural network for adaptation and reuse for new target applications. This advance makes it possible to train classification neural networks, or CNNs, without subject matter expertise or large datasets.

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Software development environments • March 11, 2022

N2D2

N2D2 is used to optimize neural networks, embed them on components or on dedicated hardware accelerators, and measure their performance.

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