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

Co-Designing TinyML Accelerators on FPGAs via Approximate Matrix Decomposition (2027) Hernandez Morales JJ, Mentzos G, Hannig F, Balaskas K, Zervakis G, Henkel J, Teich J Conference contribution, Conference Contribution CoD-MiCo: Co-Design of Mixed-Compression RISC-V Extensions for Neural Networks on FPGAs (2027) Sesli B, Sabih M, Hannig F, Teich J Conference contribution, Conference Contribution Rethinking Neural Nonlinearity as Gating (2026) Sabih M, Hannig F, Teich J Conference contribution, Conference Contribution Hop&Skip: A Design Space Exploration Strategy for the Analysis of Energy and Throughput Tradeoffs of Dataflow Networks (2026) Karim A, Falk J, Teich J Conference contribution, Conference Contribution EmbeddedAD: Efficient Anomaly Detection on SoCs via Vector-Quantized Reverse Distillation (2026) Deutel M, Marchl A, Plinge A, Hannig F, Teich J Conference contribution, Conference Contribution Zero-Overhead Loop Control for Tightly Coupled Processor Arrays (TCPAs) (2026) Walter D, Hannig F, Teich J Conference contribution, Conference Contribution Proceedings of the 16th International Symposium on Highly Efficient Accelerators and Reconfigurable Technologies (HEART), Heidelberg, Germany, June 17-19, 2026 (2026) Abdelhamid RB, Cheung R, Hannig F, Shanker S, Koch D, Takamaeda S, Stojilović M Edited Volume Enforcement of Non-Functional Execution Properties of Programs on MPSoCs using Finite State Machines (2026) Esper K Thesis FeMFET-based High-Performance, Ultra-Low Power Memory Cells for Reliable State Retention of Dataflow Networks (2026) Karim A, Darne B, Matrangolo PA, Falk J, O'Connor I, Marchand C, Bosio A, Teich J Journal article OpTC - Automatic Compression and Performance Estimation for Deployment of Neural Networks on AURIX TC3xx Microcontrollers (2026) Heidorn C, Hannig F, Riedelbauch D, Strohmeyer C, Teich J Journal article