EPI Consortium members published “Leveraging Mixed-Precision CNN Inference for Increased Robustness and Energy Efficiency” at 2023 IEEE 36th International System-on-Chip Conference (SOCC).
Here you can find a link to an open access version of the article: https://ieeexplore.ieee.org/document/10256738
EPI Consortium members published “A Hardware-Centric Approach to Increase and Prune Regular Activation Sparsity in CNNs” at the 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS).
Here you can find a link to the article: https://ieeexplore.ieee.org/document/10168566
EPI Consortium members published “European Processor Initiative Demonstration of Integrated Semi-Autonomous Driving System” in 2023 IEEE 36th International System-on-Chip Conference (SOCC).
Here is a link to an open-access version of the article: https://ieeexplore.ieee.org/document/10257105
DOI: https://doi.org/10.1109/SOCC58585.2023.10257105
EPI Consortium members published “Data Movement Reduction for DNN Accelerators: Enabling Dynamic Quantization Through an eFPGA” in 2022 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).
Here is a link to an open-access version of the article: https://ieeexplore.ieee.org/document/9912073/authors#authors.
DOI: 10.1109/ISVLSI54635.2022.00082.
EPI Consortium members published “Towards Reconfigurable Accelerators in HPC: Designing a Multipurpose eFPGA Tile for Heterogeneous SoCs” at the DATE 2022 Conference.
Here you can find a link to an open access version of the article: https://ieeexplore.ieee.org/document/9774716.
DOI: 10.23919/DATE54114.2022.9774716.
Prof. Jürgen Becker from KIT attended the IEEE CASS Rio Grande do Sul Chapter talks and gave a lecture titled Multi-Core System Integration – Distributed HPC, Reliability, AI and Open Hardware as Enablers, which can be viewed here: https://www.youtube.com/watch?v=VHl5UdSFe4E
EPI team participated in several activities in Digital HiPEAC 2021 conference: EPI Tutorial, Industrial session, and WRC workshop.
The materials are all zipped here, and a link to YT recording of the Tutorial is available.
EPI Consortium members published “Embedded Image Processing the European Way: A new platform for the future automotive market” in IEEE World Forum on Internet of Things (WF-IoT).
Here you can find a link to an open access version of the article:
https://publikationen.bibliothek.kit.edu/1000120142
DOI: https://doi.org/10.1109/WF-IoT48130.2020.9221396
At the 4th Workshop on Reconfigurable Computing for Machine Learning, prof. Becker from KIT held a Workshop keynote “Neuromorphic FPGA Integration – HPC, Reliability and NN as Key Enablers”.
IBM’s edaBarCamp — “Number 5 is alive” took place on 18-19 Feb 2020, in Böblingen, Germany, where people presented and discussed ideas and results of the ongoing scientific work. The organizers invited researchers from the areas of electronic design automation (EDA), microelectronics and (embedded) systems design to their open barCamp event.
EPI’s Prof. Jürgen Becker from KIT attended and gave a talk.
