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

SNN vs. CNN Implementations on FPGAs: An Empirical Evaluation (2024) Plagwitz P, Hannig F, Teich J, Keszöcze O Conference contribution, Original 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 The Base Station (2024) Sixdenier PL, Reinhold L, Piotrowski K Book chapter / Article in edited volumes 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 A novel partition strategy for efficient implementation of 3D Cellular Genetic Algorithms (2024) Letras M, Morales-Reyes A, Cumplido R, Martínez-Peñaloza MG, Feregrino-Uribe C Journal 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 Hybrid Cache Design Under Varying Power Supply Stability - A Comparative Study (2024) Wilbert N, Wildermann S, 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