Julian Höfer
Orcid: 0000-0003-4904-0495
According to our database1,
Julian Höfer
authored at least 17 papers
between 2021 and 2023.
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Bibliography
2023
CNNParted: An open source framework for efficient Convolutional Neural Network inference partitioning in embedded systems.
Comput. Networks, June, 2023
Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency.
Proceedings of the 36th IEEE International System-on-Chip Conference, 2023
Proceedings of the 16th IEEE International Symposium on Embedded Multicore/Many-core Systems-on-Chip, 2023
EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023
An Analytical Model of Configurable Systolic Arrays to find the Best-Fitting Accelerator for a given DNN Workload.
Proceedings of the DroneSE and RAPIDO: System Engineering for constrained embedded systems, 2023
SiFI-AI: A Fast and Flexible RTL Fault Simulation Framework Tailored for AI Models and Accelerators.
Proceedings of the Great Lakes Symposium on VLSI 2023, 2023
Proceedings of the 26th Euromicro Conference on Digital System Design, 2023
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs.
Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023
2022
Proceedings of the 35th IEEE International System-on-Chip Conference, 2022
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022
Hardware-aware Workload Distribution for AI-based Online Handwriting Recognition in a Sensor Pen.
Proceedings of the 11th Mediterranean Conference on Embedded Computing, 2022
Hardware-aware Partitioning of Convolutional Neural Network Inference for Embedded AI Applications.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022
2021
FLECSim-SoC: A Flexible End-to-End Co-Design Simulation Framework for System on Chips.
Proceedings of the 34th IEEE International System-on-Chip Conference, 2021
Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021
Binary-LoRAX: Low-Latency Runtime Adaptable XNOR Classifier for Semi-Autonomous Grasping with Prosthetic Hands.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021