Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)

Unsupervised Learning of Variational Autoencoders on Cortex-M Microcontrollers (2025) Deutel M, Plinge A, Seuss D, Mutschler C, Hannig F, Teich J Conference contribution, Conference Contribution Early-Exit Neural Architecture Search for Energy-Harvesting Edge Computing (2025) Sixdenier PL, Deutel M, Teich J Conference contribution, Original article Data-Aware Energy Management in Energy-Harvesting Wireless Sensor Networks (2025) Sixdenier PL Conference contribution, Original article A Learning-Based Methodology for Hybrid Application Mapping on Heterogeneous MPSoCs (2025) Spieck J Thesis To Keep or Not to Keep - The Volatility of Replacement Policy Metadata in Hybrid Caches (2024) Wilbert N, Wildermann S, Teich J Conference contribution, Conference Contribution On-Device Training of Fully Quantized Deep Neural Networks on Cortex-M Microcontrollers (2024) Deutel M, Hannig F, Mutschler C, Teich J Journal article, Original article Self-Powering Dataflow Networks – Concepts and Implementation (2024) Karim A, Falk J, Schmidt D, Teich J Conference contribution, Conference Contribution JSON-CooP: A JSON Decompression/Parsing Co-Design for FPGAs (2024) Hahn T, Wildermann S, Teich J Conference contribution, Conference Contribution Energy-Efficient AI on the Edge (2024) Witt N, Deutel M, Sobel C, Schubert J, Woller P Book chapter / Article in edited volumes OpTC – A Toolchain for Deployment of Neural Networks on AURIX TC3xx Microcontrollers (2024) Heidorn C, Hannig F, Riedelbauch D, Strohmeyer C, Teich J Conference contribution, Conference Contribution