Results 11 to 20 of about 1,374,683 (343)
Rethinking the Inception Architecture for Computer Vision [PDF]
Computer Vision and Pattern Recognition, 2015 Convolutional networks are at the core of most state-of-the-art computer vision solutions for a wide variety of tasks. Since 2014 very deep convolutional networks started to become mainstream, yielding substantial gains in various benchmarks.
Ioffe, Sergey +4 more
core +4 more sources
Silicon CMOS architecture for a spin-based quantum computer [PDF]
Nature Communications, 2016 Recent advances in quantum error correction (QEC) codes for fault-tolerant quantum computing \cite{Terhal2015} and physical realizations of high-fidelity qubits in a broad range of platforms \cite{Kok2007, Brown2011, Barends2014, Waldherr2014, Dolde2014,
Dzurak, A. S. +3 more
core +3 more sources
A Survey of Machine Learning for Computer Architecture and Systems [PDF]
ACM Computing Surveys, 2021 It has been a long time that computer architecture and systems are optimized for efficient execution of machine learning (ML) models. Now, it is time to reconsider the relationship between ML and systems and let ML transform the way that computer ...
Nan Wu, Yuan Xie
semanticscholar +1 more source
A First-Order Model to Assess Computer Architecture Sustainability
IEEE computer architecture letters, 2022 Sustainability in general and global warming in particular are grand societal challenges. Computer systems demand substantial materials and energy resources during production and usage.
L. Eeckhout
semanticscholar +1 more source
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS [PDF]
Machine Learning and Knowledge Extraction, 2023 YOLO has become a central real-time object detection system for robotics, driverless cars, and video monitoring applications. We present a comprehensive analysis of YOLO’s evolution, examining the innovations and contributions in each iteration from the ...
Juan R. Terven +2 more
semanticscholar +1 more source
Quantum Computer Architecture: Towards Full-Stack Quantum Accelerators [PDF]
Design, Automation and Test in Europe, 2019 This paper presents the definition and implementation of a quantum computer architecture to enable creating a new computational device - a quantum computer as an accelerator.
K. Bertels +7 more
semanticscholar +1 more source
CNN Variants for Computer Vision: History, Architecture, Application, Challenges and Future Scope
Electronics, 2021 Computer vision is becoming an increasingly trendy word in the area of image processing. With the emergence of computer vision applications, there is a significant demand to recognize objects automatically.
Dulari Bhatt +7 more
semanticscholar +1 more source
A Style-Based Generator Architecture for Generative Adversarial Networks [PDF]
Computer Vision and Pattern Recognition, 2018 We propose an alternative generator architecture for generative adversarial networks, borrowing from style transfer literature. The new architecture leads to an automatically learned, unsupervised separation of high-level attributes (e.g., pose and ...
Tero Karras, S. Laine, Timo Aila
semanticscholar +1 more source
Frontiers in Digital Health, 2023 Medical devices (MDs) have been designed for monitoring the parameters of patients in many sectors. Nonetheless, despite being high-performing and reliable, they often turn out to be expensive and intrusive.
Adriano Tramontano +5 more
doaj +1 more source
An Approach to the Construction of a Network Processing Unit
Моделирование и анализ информационных систем, 2019 The paper proposes the architecture and basic requirements for a network processor for OpenFlow switches of software-defined networks. An analysis of the architectures of well-known network processors is presented − NP-5 from EZchip (now Mellanox) and ...
Stanislav O. Bezzubtsev +6 more
doaj +1 more source