Approximate Computing

Co-Design of CNN Accelerators for TinyML using Approximate Matrix Decomposition (2026) Hernandez Morales JJ, Mentzos G, Hannig F, Balaskas K, Zervakis G, Henkel J, Teich J Other publication type 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 SAS - A Framework for Symmetry-based Approximate Synthesis (2024) Jungnitz N, Keszöcze O Conference contribution, Original article 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 DSL-based SNN Accelerator Design using Chisel (2024) Plagwitz P, Hannig F, Teich J, Keszöcze O Conference contribution, Conference Contribution Approximate and Reconfigurable Precision Instruction Set Processors for Tightly Coupled Processor Arrays (2024) Brand M Thesis Efficient Table-based Function Approximation on FPGAs using Interval Splitting and BRAM Instantiation (2023) Pradhan C, Letras M, Teich J Journal article, Original article 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 Fast Approximate AIG-Based Synthesis (2023) Heil A, Keszöcze O Book chapter / Article in edited volumes