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Compilation and Optimizations for Efficient Machine Learning on Embedded Systems

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  1. Article

    Open Access

    Urban traffic-parking system dynamics model with macroscopic properties: a comparative study between Shanghai and Zurich

    Analyzing the dynamics of parking traffic can better represent the real dynamic states of road networks, thereby allowing for a deeper analysis of the parking system’s impact. This paper comparatively investig...

    Biruk Gebremedhin Mesfin, Zihao Li in Humanities and Social Sciences Communicati… (2024)

  2. Article

    Open Access

    Protectin conjugates in tissue regeneration 1 alleviates sepsis-induced acute lung injury by inhibiting ferroptosis

    Acute lung injury (ALI) is a common and serious complication of sepsis with high mortality. Ferroptosis, categorized as programmed cell death, contributes to the development of lung injury. Protectin conjugat...

    Ya Lv, Deming Chen, **nyi Tian, Ji **ao, Congcong Xu in Journal of Translational Medicine (2023)

  3. Article

    Open Access

    HELLO: improved neural network architectures and methodologies for small variant calling

    Modern Next Generation- and Third Generation- Sequencing methods such as Illumina and PacBio Circular Consensus Sequencing platforms provide accurate sequencing data. Parallel developments in Deep Learning hav...

    Anand Ramachandran, Steven S. Lumetta, Eric W. Klee, Deming Chen in BMC Bioinformatics (2021)

  4. Chapter and Conference Paper

    The Sixth Visual Object Tracking VOT2018 Challenge Results

    The Visual Object Tracking challenge VOT2018 is the sixth annual tracker benchmarking activity organized by the VOT initiative. Results of over eighty trackers are presented; many are state-of-the-art trackers...

    Matej Kristan, Aleš Leonardis, Jiří Matas in Computer Vision – ECCV 2018 Workshops (2019)

  5. Article

    Open Access

    TIGER: tiled iterative genome assembler

    With the cost reduction of the next-generation sequencing (NGS) technologies, genomics has provided us with an unprecedented opportunity to understand fundamental questions in biology and elucidate human disea...

    **ao-Long Wu, Yun Heo, Izzat El Hajj, Wen-Mei Hwu, Deming Chen in BMC Bioinformatics (2012)