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- research-articleMarch 2024
Safety and Artificial Intelligence in Cyberphysical Systems
Safe artificial intelligence/machine learning (AI/ML)-enabled systems require design methodologies that accommodate for failures in AI/ML decisions. Certification of AI/ML systems and components will increase trust and accelerate adoption, deployment, and ...
- research-articleJanuary 2023
A Markovian Error Model for False Negatives in DNN-based Perception-Driven Control Systems
Procedia Computer Science (PROCS), Volume 222, Issue CPages 549–560https://doi.org/10.1016/j.procs.2023.08.193AbstractThis paper presents an improved Markovian error model for Deep Neural Network (DNN) based perception in autonomous vehicles and other perception-driven control systems. Many modern autonomous systems rely on DNN-driven perception-based control/...
- obituaryMarch 2020
In Memoriam: Dan Dobberpuhl
Recounts the career and contributions of Dan Dobberpuhl.
- ArticleJuly 2019
GEMBench: A Platform for Collaborative Development of GPU Accelerated Embedded Markov Decision Systems
Embedded Computer Systems: Architectures, Modeling, and SimulationPages 294–308https://doi.org/10.1007/978-3-030-27562-4_21AbstractMarkov Decision Processes (MDPs) provide a powerful decision making framework, which is increasingly being used in the design of Embedded Computing Systems (ECSs). This paper presents a detailed accounting of the use of MDPs in this context across ...
- opinionJanuary 2017
VLSI for the Internet of Things
The Internet of Things provides exciting new capabilities as well as an alternative model for semiconductors--the deployment of vast numbers of small chips-but its success will require solving new VLSI design challenges.
- research-articleMay 2015
Tailoring design for embedded computer vision applications
Numerical dynamic range analysis combines with architectural simulation to help designers explore algorithmic and architectural tradeoffs that can meet embedded computer vision's demand for precision and high-memory bandwidth.
- bookNovember 2014
Distributed, Parallel and Biologically Inspired Systems: 7th IFIP TC 10 Working Conference, DIPES 2010, and 3rd IFIP TC 10 International Conference
- Mike Hinchey,
- Bernd Kleinjohann,
- Lisa Kleinjohann,
- Peter Lindsay,
- Franz J. Rammig,
- Jon Timmis,
- Marilyn Wolf
st This volume contains the proceedings of two conferences held as part of the 21 IFIP World Computer Congress in Brisbane, Australia, 2023 September 2010. th The first part of the book presents the proceedings of DIPES 2010, the 7 IFIP Conference on ...