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

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 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 Beyond BNNs: Design and Acceleration of Sub-Bit Neural Networks using RISC-V Custom Functional Units (2025) Sabih M, Abdo M, Hannig F, Teich J Journal article, Original article 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 Run-time Requirement Enforcement of Safety Requirements of Human-Robot Interactions (2025) Esper K, Wildermann S, Teich J Conference contribution, Conference Contribution