TPU v4: An Optically Reconfigurable Supercomputer for Machine Learning with Hardware Support for Embeddings [PDF]
International Symposium on Computer Architecture, 2023 In response to innovations in machine learning (ML) models, production workloads changed radically and rapidly. TPU v4 is the fifth Google domain specific architecture (DSA) and its third supercomputer for such ML models. Optical circuit switches (OCSes)
N. Jouppi +13 more
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Computer vision algorithms and hardware implementations: A survey
Integr., 2019 Xin Feng +4 more
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Synthesis Optimization of Arithmetic Circuits on Coarse-Grain Reconfigurable Architecture [PDF]
مجله مدل سازی در مهندسی, 2022 The increasing capabilities of integrated circuits and the complexity of applications have led hardware design methods and tools to higher levels of abstraction. High-level synthesis is one of the key steps in increasing the level of abstraction, and the
Samaneh Emami +2 more
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Ransomware Attack as Hardware Trojan: A Feasibility and Demonstration Study
IEEE Access, 2022 The integrated circuit (IC) ecosystem, today, is widely distributed. Usually, a handful of companies is involved in the development of a single chip – an environment that presents many opportunities for malicious activities such as the insertion ...
Felipe Almeida +3 more
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HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers [PDF]
International Symposium on High-Performance Computer Architecture, 2022 While vision transformers (ViTs) have continuously achieved new milestones in the field of computer vision, their sophisticated network architectures with high computation and memory costs have impeded their deployment on resource-limited edge devices ...
Peiyan Dong +10 more
semanticscholar +1 more source
A novel approach based on CatBoost and explainable artificial intelligence for diagnosis of COVID-19 cases using patients' symptoms [PDF]
مجله مدل سازی در مهندسی, 2023 The COVID-19 virus, which was discovered in December 2019 in the city of Wuhan, China and quickly spread throughout the world, continues to be an important threat to the health of the world.
Samaneh Emami +2 more
doaj +1 more source
Task Migration Policy for Thermal-Aware Dynamic Performance Optimization in Many-Core Systems
IEEE Access, 2022 The steady downsizing of semiconductor technology nodes in recent years has led to a rapid increase in the density of power consumption on chips which, in turn, renders temperature a major issue for many-core systems, adversely affecting their ...
Behnaz Pourmohseni +4 more
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FPGAs in Client Compute Hardware [PDF]
Communications of the ACM, 2021 <div>Field-programmable gate arrays (FPGAs) are remarkably versatile. FPGAs are used in a wide variety of applications and industries where use of application-specific integrated circuits (ASICs) is less economically feasible. Despite the area, cost, and power challenges designers face when integrating FPGAs into devices, they provide significant
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A New Term Frequency with Gaussian Technique for Text Classification and Sentiment Analysis
Journal of ICT Research and Applications, 2021 This paper proposes a new term frequency with a Gaussian technique (TF-G) to classify the risk of suicide from Thai clinical notes and to perform sentiment analysis based on Thai customer reviews and English tweets of travelers that use US airline ...
Vuttichai Vichianchai +1 more
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A Survey on Split Manufacturing: Attacks, Defenses, and Challenges
IEEE Access, 2020 In today's integrated circuit (IC) ecosystem, owning a foundry is not economically viable, and therefore most IC design houses are now working under a fabless business model.
Tiago D. Perez, Samuel Pagliarini
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