Our research addresses urgent challenges in high confidence testing of automotive systems due to on-going and anticipated introduction of advanced, connected, and autonomous vehicle technologies. We pursue the development of tools for maneuver and data optimization to determine test trajectories and scenarios to facilitate vehicle testing. Our approaches exploit game theoretic traffic interaction modeling to inform in-traffic relevant trajectories, model-free optimization to identify trajectories falsifying time domain specifications, and the development of Smart Black Box
Submitted by Anonymous on Tue, 09/19/2017 - 10:44am
Neural Networks and Heterogeneous Architectures for Multi-Sensor Systems in Autonomous Cars
LAMIH/CNRS, University of Valenciennes, France
Progresses in the design of CMOS circuits have made the possibility to support very complex Machine Learning (ML) algorithms using large data sets. For this reason, AI techniques such as Convolution Neural Network (CNN) and Deep Neural Network (DNN) have received recently interests both in industry and academy to implement complex applications.
Submitted by Anonymous on Tue, 09/19/2017 - 10:13am
14th International Symposium on Applied Reconfigurable Computing (ARC 2018)
Reconfigurable computing technologies offer the promise of substantial performance gains over traditional architectures via customizing, even at runtime, the topology of the underlying architecture to match the specific needs of a given application. Contemporary configurable architectures allow for the definition of architectures with functional and storage units that match in function, bit-width and control structures the specific needs of a given computation.
Submitted by Anonymous on Tue, 09/19/2017 - 9:39am
IEEE 21st International Symposium on Real-Time Distributed Computing (ISORC 2018)
IEEE ISORC was founded in 1998 (with its first meeting in Kyoto, Japan) to address research into the application of real-time object-oriented distributed technology. Since then, ISORC has continually evolved to meet the latest challenges faced by researchers and practitioners in the real-time domain, with an emphasis on object-, component- and service- oriented systems and solutions..
