Rethinking the Inception Architecture for Computer Vision [PDF]
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.
Christian Szegedy+4 more
semanticscholar +5 more sources
A Survey of Computer Architecture Simulation Techniques and Tools
Computer architecture simulators play an important role in advancing computer architecture research. With wider research directions and the increased number of simulators that have been developed, it becomes harder to choose a particular simulator to use.
Ayaz Akram, Lina Sawalha
doaj +2 more sources
Silicon CMOS architecture for a spin-based quantum computer [PDF]
Recent advances in quantum error correction codes for fault-tolerant quantum computing and physical realizations of high-fidelity qubits in multiple platforms give promise for the construction of a quantum computer based on millions of interacting qubits.
M. Veldhorst+5 more
semanticscholar +4 more sources
A Survey of Machine Learning for Computer Architecture and Systems [PDF]
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 Cross-Prefetcher Schedule Optimization Methodology
Prefetching offers the potential to significantly improve performance by speculatively loading application data so that it is available before it is needed. By their very nature, prefetching techniques are application behavior dependant.
Razvan Nitu+2 more
doaj +1 more source
Will Zero Vulnerability Computing (ZVC) Ever Be Possible? Testing the Hypothesis
Life without computers is unimaginable. However, computers remain vulnerable to cybercrimes, a USD 6 trillion industry that the world has come to accept as a “necessary evil”.
Fazal Raheman+3 more
doaj +1 more source
A First-Order Model to Assess Computer Architecture Sustainability
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]
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
Project design for computer architecture practical sessions based on field-programmable gate array
Field-programmable logic arrays are often used in courses on computer architecture. The student must describe the processor with the external components necessary for its operation in the specified HDL (hardware description language) language according ...
Kęstutis Bartnykas
doaj +1 more source
Verification of serialising instructions for security against transient execution attacks
Transient execution attacks such as Spectre and Meltdown exploit speculative execution in modern microprocessors to leak information via cache side‐channels.
Kushal K. Ponugoti+2 more
doaj +1 more source