Photo of Olle Hansson

Olle Hansson

PhD student

Publications

Jose Luis Nunez-Yanez, Olle Hansson,  On-device Inference and Training Acceleration of Graph Neural Networks with Quantized Arithmetic, 2025 INTERNATIONAL CONFERENCE ON FIELD PROGRAMMABLE TECHNOLOGY, ICFPT, IEEE International Conference on Field Programmable Technology, IEEE COMPUTER SOC (2025)  https://doi.org/10.1109/ICFPT67023.2025.00011

Olle Hansson, Mahdieh Grailootanha, Oscar Gustafsson, Jose Luis Nunez-Yanez,  Deep Quantization of Graph Neural Networks with Run-Time Hardware-Aware Training, APPLIED RECONFIGURABLE COMPUTING. ARCHITECTURES, TOOLS, AND APPLICATIONS, ARC 2024, Lecture Notes in Computer Science, pp. 33-47, SPRINGER INTERNATIONAL PUBLISHING AG (2024)  https://doi.org/10.1007/978-3-031-55673-9_3

Olle Hansson, Oscar Gustafsson, Jose Luis Nunez-Yanez,  Joint CPU-FPGA Hardware-Aware Quantized Training of Graph Convolutional Networks, 2024 IEEE NORDIC CIRCUITS AND SYSTEMS CONFERENCE, NORCAS, IEEE (2024)  https://doi.org/10.1109/NorCAS64408.2024.10752489