10 citations · 18 across the 4 of their papers we have counts for
4 papers
S3NAS: Fast NPU-aware Neural Architecture Search Methodology
Jaeseong Lee, Duseok Kang, Soonhoi Ha
As the application area of convolutional neural networks (CNN) is growing in embedded devices, it becomes popular to use a hardware CNN accelerator, called neural processing unit (…
A Hybrid Performance Analysis Technique for Distributed Real-Time Embedded Systems
Junchul Choi, Hyunok Oh, Soonhoi Ha
It remains a challenging problem to tightly estimate the worst case response time of an application in a distributed embedded system, especially when there are dependencies between…
Multiprocessor Scheduling of a Multi-mode Dataflow Graph Considering Mode Transition Delay
Hanwoong Jung, Hyunok Oh, Soonhoi Ha
Synchronous Data Flow (SDF) model is widely used for specifying signal processing or streaming applications. Since modern embedded applications become more complex with dynamic beh…
A Formal Approach to Power Optimization in CPSs with Delay-Workload Dependence Awareness
Hyung-Chan An, Hoeseok Yang, Soonhoi Ha
The design of cyber-physical systems (CPSs) faces various new challenges that are unheard of in the design of classical real-time systems. Power optimization is one of the major de…