PD Dr.-Ing. Frank Hannig

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

Entropy Sampling-Based Neural Architecture Search for Resource-Constraint Microcontroller Targets (2026) Heidorn C, Hannig F, Riedelbauch D, Strohmeyer C, Teich J Conference contribution, Conference Contribution Europractice activity report 2024 (2025) Walter D, Brand M, Heidorn C, Witterauf M, Hannig F, Teich J Other publication type Latency-Constrained Neural Architecture Search for U-Nets on Graphics Processing Units (2025) Groth S, Heidorn C, Schmid M, Teich J, Hannig F Conference contribution, Conference Contribution Evaluation of CGRA Toolchains (2025) Walter D, Halm M, Seidel D, Ghosh I, Heidorn C, Hannig F, Teich J Conference contribution, Conference Contribution A SIMD MAC RISC-V Extension with Approximate Multipliers for Accelerating CNN Inference in Tiny Embedded Devices (2025) Hernandez Morales JJ, Hannig F, Teich J Conference contribution, Original article Design of Machine Learning Accelerators as RISC-V Extensions using an Open Source Tool Flow (2025) Sesli B, Sabih M, Hannig F, Teich J Conference contribution, Conference Contribution Beyond BNNs: Design and Acceleration of Sub-Bit Neural Networks using RISC-V Custom Functional Units (2025) Sabih M, Abdo M, Hannig F, Teich J Conference contribution, Conference Contribution DSL-based SNN Accelerator Design using Chisel (2025) Plagwitz P, Hannig F, Teich J, Keszocze O Journal article, Original article 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 Special Session – Hardware-Software Co-Design for Machine Learning Systems Made Open-Source (2025) Tahoori M, Meyers V, Sadeghipour Roodsari M, Xu H, Becker J, Harbaum T, Frombach F, et al. Conference contribution, Conference Contribution