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Article
Open AccessUrban 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...
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Chapter
Compilation and Optimizations for Efficient Machine Learning on Embedded Systems
Deep Neural Networks (DNNs) have achieved great success in a variety of machine learning (ML) applications, delivering high-quality inferencing solutions in computer vision, natural language processing, virtua...
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Article
Open AccessProtectin 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...
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Chapter
High-Level Synthesis for Minimizing Power Side-Channel Information Leakage
The Internet of Things (IoT) and cloud computing rely on strong confidence in security of data privacy and confidentiality. Power side-channel information leakage remains an ongoing threat in untrusted environ...
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Article
Open AccessHELLO: 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...
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Article
A novel reverse circulation drilling device for the underground sampling to soft coal
Drilling and coal sampling is the necessary prerequisite to determine the parameters of prediction and prevention for coal and gas outburst in underground coal mine. The integrity of samples is very important ...
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Chapter and Conference Paper
Chimera: A Hybrid Machine Learning-Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis
In recent years, hardware accelerators based on field programmable gate arrays (FPGA) have been widely applied and the high-level synthesis (HLS) tools were created to facilitate the design of these accelerato...
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Chapter and Conference Paper
Graviton: A Reconfigurable Memory-Compute Fabric for Data Intensive Applications
The rigid organization and distribution of computational and memory resources often limits how well accelerators can cope with changing algorithms and increasing dataset sizes and limits how efficiently they u...
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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...
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Chapter
New Solutions for Cross-Layer System-Level and High-Level Synthesis
The rise of the Internet of Things—billions of internet connected sensors constantly monitoring the physical environment has coincided with the rise of big data and advanced data analytics that can effectively...
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Article
Robust blind image watermarking based on chaotic mixtures
A novel blind image watermarking scheme based on chaotic mixtures is proposed in the paper. The black and white watermark image is firstly scrambled by the use of logistic maps and then embedded into the secon...
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Article
Open AccessTIGER: 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...
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Article
The film thickness dependent thermal stability of Al2O3:Ag thin films as high-temperature solar selective absorbers
The monolayer Al2O3:Ag thin films were prepared by magnetron sputtering. The microstructure and optical properties of thin film after annealing at 700 °C in air were characterized by transmission electron microsc...
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Book
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Chapter
Introduction to Nanotechnology
The semiconductor industry has showcased a spectacular exponential growth in the number of transistors per integrated circuit for several decades, as predicted by Moore’s law. Figure 1 shows the future technology...
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Chapter
FPCNA: A Carbon Nanotube-Based Programmable Architecture
In the hunt to find a replacement for CMOS, material scientists are develo** a wide range of nanomaterials and nanomaterial-based devices that offer significant performance improvements. One example is the c...
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Article
Design and Evaluation of a Carbon Nanotube-Based Programmable Architecture
In the hunt to find a replacement to CMOS, material scientists are develo** a wide range of nanomaterials and nanomaterial-based devices that offer significant performance improvements. One example is the Ca...
