PD Dr.-Ing. Frank Hannig

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

Accelerating DNNs using Weight Clustering on RISC-V Custom Functional Units (2024) Sabih M, Sesli B, Hannig F, Teich J Conference contribution, Conference Contribution Estimating the Execution Time of CNN Inference on GPUs (2024) Groth S, Schmid M, Teich J, Hannig F Conference contribution, Original article Compiler-based Processor Network Generation for Neural Networks on FPGAs (2024) Plagwitz P, Hannig F, Teich J, Keszöcze O Conference contribution, Original article Fused-Layer CNNs for Memory-Efficient Inference on Microcontrollers (2024) Deutel M, Hannig F, Mutschler C, Teich J Conference contribution, Conference Contribution Hardware/Software Co-Design of RISC-V Extensions for Accelerating Sparse DNNs on FPGAs (2024) Sabih M, Karim A, Wittmann J, Hannig F, Teich J Conference contribution, Conference Contribution DSL-based SNN Accelerator Design using Chisel (2024) Plagwitz P, Hannig F, Teich J, Keszöcze O Conference contribution, Conference Contribution Analysis and Optimization of Block LU Decomposition for Execution on Tightly Coupled Processor Arrays (2024) Walter D, Adamtschuk T, Hannig F, Teich J Conference contribution, Conference Contribution Efficient Deployment of Neural Networks for Thermal Monitoring on AURIX TC3xx Microcontrollers (2024) Heidorn C, Hannig F, Riedelbauch D, Strohmeyer C, Teich J Conference contribution, Conference Contribution To Spike or Not to Spike? A Quantitative Comparison of SNN and CNN FPGA Implementations (2023) Plagwitz P, Hannig F, Teich J, Keszöcze O Other publication type Robust and Tiny Binary Neural Networks using Gradient-based Explainability Methods (2023) Sabih M, Yayla M, Hannig F, Teich J, Chen JJ Conference contribution, Conference Contribution