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

Multi-Partner Project: Open-source Design Tools for Co-development of AI Algorithms and AI Chips () Tahoori MB, Becker J, Henkel J, Kunz W, Schlichtmann U, Sigl G, Teich J, Wehn N Conference contribution Multi-Partner Project: A Holistic and Open-Source Approach to Efficient, Secure and Reliable AI Hardware Deployment in DI-EDAI (2026) Sotiropoulos G, Frombach F, Höfer J, Harbaum T, Becker J, Thorøe HI, Meyers V, et al. Conference contribution, Conference Contribution Entropy Sampling-Based Neural Architecture Search for Resource-Constrained Microcontroller Targets (2026) Heidorn C, Hannig F, Riedelbauch D, Strohmeyer C, Teich J Conference contribution, Conference Contribution Special Session – Hardware-Software Co-Design for Machine Learning Systems Made Open-Source (2025) Tahoori M, Meyers V, Sadeghipour Roodsari M, Xu H, Becker J, Harbaum T, Frombach F, et al. Conference contribution, Conference Contribution Design of Machine Learning Accelerators as RISC-V Extensions using an Open Source Tool Flow (2025) Sesli B, Sabih M, Hannig F, Teich J Conference contribution, Conference Contribution Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML (2025) Deutel M, Kontes G, Mutschler C, Teich J Journal article, Original article Multi-Objective Bayesian Optimization with Reinforcement Learning for Edge Deployment of DNNs on Microcontrollers (2025) Deutel M, Kontes G, Mutschler C, Teich J Conference contribution, Conference Contribution Breaking Confidentiality of XTS-AES Encrypted Data at Rest on Microprocessors using Electromagnetic Side-Channel Attacks (2025) Krüger P, Wildermann S, Teich J Conference contribution, Conference Contribution Multi-Partner Project: Open-Source Design Tools for Co-Development of AI Algorithms and AI Chips: (Initial Stage) (2025) Tahoori M, Becker J, Henkel J, Kunz W, Schlichtmann U, Sigl G, Teich J, Wehn N Conference contribution Enforcing Safety Requirements of a Knee Orthosis Using Finite State Machines (2025) Lamberti P, Esper K, Spieck J, Velasco-Guillen RJ, Beckerle P, Teich J Conference contribution, Conference Contribution