Scientific activities
Since its creation, AxTRADE has been focusing on a methodology to reduce the use of large NN models without significant degradation in output accuracy. The work has been submitted to a high-level conference in Design Automation and it is under review.
AxTRADE is also investigating designing a low-overhead runtime reconfiguration system for deploying DNN models on resource-constrained approximate devices.
Exchanges
IIT Dharwad partners will visit Inria partners in mid 2025.
