3 papers
cs.AR2025
Evaluation of CGRA Toolchains
Dominik Walter, Marita Halm, Daniel Seidel +4
Increasing demands for computing power also propel the need for energy-efficient SoC accelerator architectures. One class for such accelerators are so-called processor arrays, whic…
cs.AR2025
Mapping and Execution of Nested Loops on Processor Arrays: CGRAs vs. TCPAs
Dominik Walter, Marita Halm, Daniel Seidel +4
Increasing demands for computing power also propel the need for energy-efficient SoC accelerator architectures. One class of such accelerators are so-called processor arrays, which…
cs.LG2024
OpTC -- A Toolchain for Deployment of Neural Networks on AURIX TC3xx Microcontrollers
Christian Heidorn, Frank Hannig, Dominik Riedelbauch +2
The AURIX 2xx and 3xx families of TriCore microcontrollers are widely used in the automotive industry and, recently, also in applications that involve machine learning tasks. Yet,…