JB

Jan Micha Borrmann

Research areas: Computer Science · Hardware and Architecture · Embedded Systems Design Techniques · Advanced Neural Network Applications · Parallel Computing and Optimization Techniques

ORCID iD 0009-0005-2781-0307
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Publications (14)

  • Neural in-memory checksums: an error detection and correction technique for safe in-memory inference
    Philosophical Transactions A 2025
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  • Accelerating Automated Driving and ADAS Using HW/SW Codesign
    2024 IEEE 37th International System-on-Chip Conference (SOCC) 2024
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  • Error Detection and Correction Codes for Safe In-Memory Computations
    arXiv preprint arXiv:2404.09818 2024
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  • Online Quantization Adaptation for Fault-Tolerant Neural Network Inference
    International Conference on Computer Safety, Reliability, and Security 2023
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  • ZuSE Ki-Avf: application-specific AI processor for intelligent sensor signal processing in autonomous driving
    2023 Design, Automation & Test in Europe Conference & Exhibition (DATE) 2023
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  • Advanced System-Level Design for Automated Driving
    Automated Driving: Safer and More Efficient Future Driving 2017
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  • Advanced System-Level Design for Automated Driving
    Automated Driving: Safer and More Efficient Future Driving 2017
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  • Efficient heterogeneous multicore architectures for driver assistance and automated driving
    2017
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  • Trace-based context-sensitive timing simulation considering execution path variations
    2016 21st Asia and South Pacific Design Automation Conference (ASP-DAC) 2016
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  • Safe and efficient runtime resource management in heterogeneous systems for automated driving
    2015 IEEE 18th International Conference on Intelligent Transportation Systems 2015
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  • Stellar-a case-study on systematically embedding a traffic light recognition
    17th International IEEE Conference on Intelligent Transportation Systems (ITSC) 2014
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  • An H. 264 Quad-FullHD low-latency intra video encoder
    2013 Design, Automation & Test in Europe Conference & Exhibition (DATE) 2013
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  • Parallel video-based traffic sign recognition on the Intel SCC many-core platform
    Proceedings of the 2012 Conference on Design and Architectures for Signal and Image Processing 2012
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  • Design and Implementation of an FPGA-based Multi-camera Machine Vision System Using Partial Reconfiguration
    2010
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