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Continuous integration is an indispensable step of modern software engineering practices to systematically manage the life cycles of system development. Developing a machine learning model is no difference - it is an engineering process…

机器学习 · 计算机科学 2019-03-04 Cedric Renggli , Bojan Karlaš , Bolin Ding , Feng Liu , Kevin Schawinski , Wentao Wu , Ce Zhang

Continuous integration (CI) has become a ubiquitous practice in modern software development, with major code hosting services offering free automation on popular platforms. CI offers major benefits, as it enables detecting bugs in code…

分布式、并行与集群计算 · 计算机科学 2023-04-03 Todd Gamblin , Daniel S. Katz

Control systems on unmanned vehicles are safety-critical systems whose requirements on reliability and safety are ever-increasing. Currently, testing a complex autonomous control system is an expensive and time-consuming process, which…

系统与控制 · 电气工程与系统科学 2019-08-08 Xunhua Dai , Chenxu Ke , Quan Quan , Kai-Yuan Cai

We describe a modified SIMD architecture suitable for single-chip integration of a large number of processing elements, such as 1,000 or more. Important differences from traditional SIMD designs are: a) The size of the memory per processing…

天体物理学 · 物理学 2007-05-23 Junichiro Makino

This article experimentally examines different configurations of a novel multi-camera array microscope (MCAM) imaging technology. The MCAM is based upon a densely packed array of "micro-cameras" to jointly image across a large field-of-view…

Reconstruction of how components communicate with each other during system execution is crucial for debugging system-on-chip designs. However, limited observability is the major obstacle to the efficient and accurate reconstruction in the…

分布式、并行与集群计算 · 计算机科学 2020-05-01 Yuting Cao , Hao Zheng , Sandip Ray

An emerging branch of control theory specialises in certificate learning, concerning the specification of a desired (possibly complex) system behaviour for an autonomous or control model, which is then analytically verified by means of a…

系统与控制 · 电气工程与系统科学 2024-10-29 Alec Edwards , Andrea Peruffo , Alessandro Abate

Increasing complexity of modern chips makes design validation more difficult. Existing approaches are not able anymore to cope with the complexity of tasks such as robust performance tuning in post-silicon validation. Therefore, we propose…

机器学习 · 计算机科学 2022-01-27 Peter Domanski , Dirk Pflüger , Jochen Rivoir , Raphaël Latty

3D single-pixel imaging (SPI) is a promising imaging technique that can be ffexibly applied to various wavebands. The main challenge in 3D SPI is that the calibration usually requires a large number of standard points as references, which…

图像与视频处理 · 电气工程与系统科学 2024-10-11 Xinyue Ma , Chenxing Wang

Efficiency and robustness are the essential criteria for the visual-inertial odometry (VIO) system. To process massive visual data, the high cost on CPU resources and computation latency limits VIO's possibility in integration with other…

机器人学 · 计算机科学 2021-09-27 Yao He , Huai Yu , Wen Yang , Sebastian Scherer

The introduction of complex SoCs with multiple processor cores presents new development challenges, such that development support is now a decisive factor when choosing a System-on-Chip (SoC). The presented developments support strategy…

硬件体系结构 · 计算机科学 2011-11-09 A. Mayer , H. Siebert , K. D. Mcdonald-Maier

System integration testing is the process of testing a system by the stepwise integration of sub-components. Usually these sub-components are already verified to guarantee their correct functional behavior. By integration of these verified…

软件工程 · 计算机科学 2014-04-29 Susanne Kandl , Martin Elshuber

Camera calibration is a process of paramount importance in computer vision applications that require accurate quantitative measurements. The popular method developed by Zhang relies on the use of a large number of images of a planar grid of…

计算机视觉与模式识别 · 计算机科学 2024-06-25 Katia Genovese

Mobile microscopy is a newly formed field that emerged from a combination of optical microscopy capabilities and spread, functionality, and ever-increasing computing resources of mobile devices. Despite the idea of creating a system that…

图像与视频处理 · 电气工程与系统科学 2021-11-12 A. Kornilova , I. Kirilenko , D. Iarosh , V. Kutuev , M. Strutovsky

Micromechanical devices like accelerometers or rotation sensors form an increasing segment beneath the devices supplying the consumer market. A hybrid integration approach to build smart sensor clusters for the precise detection of…

其他计算机科学 · 计算机科学 2008-02-22 N. Marenco , S. Warnat , W. Reinert

Single-event upset (SEU) fault tolerance for systems-on-chip (SoCs) in radiation-heavy environments is often addressed by architectural fault-tolerance approaches protecting individual SoC components (e.g., cores, memories) in isolation.…

硬件体系结构 · 计算机科学 2026-03-30 Michael Rogenmoser , Philippe Sauter , Chen Wu , Angelo Garofalo , Luca Benini

Various chips for the silicon sensors measurements are described. These chips are based on 0.35 um and 0.18um CMOS technology. Several analog chips together with self-trigger /derandomizer one allow to measure silicon sensors designed for…

仪器与探测器 · 物理学 2009-10-13 E. Atkin , A. Kluev , A. Silaev , A. Fedenko , D. Karmanov , M. Merkin , A. Voronin

Single atom imaging requires discrimination of weak photon count events above background and has typically been performed using either EMCCD cameras, photomultiplier tubes or single photon counting modules. sCMOS provides a cost effective…

原子物理 · 物理学 2018-03-26 C. J. Picken , R. Legaie , J. D. Pritchard

Spherical cameras capture scenes in a holistic manner and have been used for room layout estimation. Recently, with the availability of appropriate datasets, there has also been progress in depth estimation from a single omnidirectional…

计算机视觉与模式识别 · 计算机科学 2022-06-24 Nikolaos Zioulis , Federico Alvarez , Dimitrios Zarpalas , Petros Daras

Network-on-Chip (NoC) is currently the paradigm of choice to interconnect the different components of System-on-Chips (SoCs) or Chip Multiprocessors (CMPs). As the levels of integration continue to grow, however, current NoCs face…

新兴技术 · 计算机科学 2019-06-14 Sergi Abadal , Eduard Alarcón