Publications

ALPACA: An Accelerator Chip for Nested Loop Programs (2024) Walter D, Brand M, Heidorn C, Witterauf M, Hannig F, Teich J Conference contribution, Conference Contribution Hardware-Aware Evolutionary Explainable Filter Pruning for Convolutional Neural Networks (2024) Heidorn C, Sabih M, Meyerhöfer N, Schinabeck C, Teich J, Hannig F Journal article Accelerating DNNs using Weight Clustering on RISC-V Custom Functional Units (2024) Sabih M, Sesli B, Hannig F, Teich J Conference contribution, Conference Contribution SNN vs. CNN Implementations on FPGAs: An Empirical Evaluation (2024) Plagwitz P, Hannig F, Teich J, Keszöcze O 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 Estimating the Execution Time of CNN Inference on GPUs (2024) Groth S, Schmid M, Teich J, Hannig F Conference contribution, Original article 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 MOSP: Multi-Objective Sensitivity Pruning of Deep Neural Networks (2022) Sabih M, Mishra A, Hannig F, Teich J Conference contribution, Conference Contribution