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检索条件"机构=State Key Laboratory of Mathmatical Engineering and Advanced Computing WuXi"

共 86 条记录，以下是71-80 订阅

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Carrier-depletion Mach-Zehnder silicon optical modulator for high-speed and multi-level applications

Carrier-depletion Mach-Zehnder silicon optical modulator for...

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IEEE International Conference on Group IV Photonics

作者： Jianfeng Ding Lin Yang Lei Zhang Ping Zhou State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China State Key Laboratory on Integrated Optoelectronics Institute of Semiconductors Beijing China

We demonstrate a 64-Gbps carrier-depletion modulator which also can be used to generate the PAM-4 optical signal. This proves that the silicon optical modulator is suitable for different kinds of applications.

ISBN: (纸本)9781479982561

关键词： Optical device fabrication Nonlinear optics Optical modulation High-speed optical techniques Silicon

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A PAM-4 adaptive analog equalizer with decoupling control loops for 25-Gb/s CMOS serial-link receiver

A PAM-4 adaptive analog equalizer with decoupling control lo...

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IEEE International SOC Conference

作者： Shunbin Li Peng Liu Weidong Wang Xing Fang Dong Wu Xianghui Xie College of Information Science and Electronic Engineering Zhejiang University Hangzhou China State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China

PAM-4 signaling is an effective solution for high-speed CMOS serial-link transceivers, but it suffers from the difficulty of signal regeneration in analog front-end owning to its multi-level characteristics. An adaptive analog equalizer with decoupling control loops is proposed to address the nonlinearity of amplifiers. A low-frequency gain invariant equalizer and a golden signal generator are designed to serve boost and swing control loops, respectively. An integrating charge pump is employed to improve the convergence performance of receiver. Transistor-level simulation results show that the proposed adaptive analog equalizer in 40-nm CMOS technology can recover 25 Gb/s random data transmitted over a 29.8 inches Megtron6 printed circuit board (PCB) copper channel.

关键词： Equalizers Voltage control Signal generators Receivers Charge pumps Limiting Resistance

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Thread ID based power reduction mechanism for multi-thread shared set-associative caches

Thread ID based power reduction mechanism for multi-thread s...

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International Green computing Conference

作者： Wenming Li Lingjun Fan Zihou Wang Xiaochun Ye Da Wang Hao Zhang Liang Zhang Dongrui Fan Xianghui Xie ICT SKL of Computer Architecture Beijing China CNCERT/CC Beijing China State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China

In this paper, we propose a brand-new cache power reduction mechanism, Thread ID Cache (TID Cache), aiming to reduce dynamic power consumption of set-associative caches shared by multiple threads. TID tables are implemented at different levels of cache hierarchy to record thread IDs. When a thread accesses a cache way, the thread ID is updated to the corresponding entry in TID table. When the same thread accesses cache again, irrelevant ways owned by other threads can be avoided being accessed through comparing thread IDs in TID table. Experiments are conducted on TID Cache with the configuration of a 32KB 8-way L1 cache and a 128KB 8-way L2 cache. The results reveal that, when caches are shared by 16 threads, the proposed TID cache achieves 34% dynamic power reduction of L1 and 36% of L2 under the CloudSuite benchmarks, and the corresponding results are 42% of L1 and 48% of L2 under the SPLASH-2 benchmarks. Accordingly, the same proportion of dynamic power can be saved at the price of less than 0.8% area overhead of cache data arrays.

关键词： Benchmark testing Cloud computing Lead Chlorine Oceans Reduced instruction set computing

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SRS: A Split-Range Shared Memory Consistency Model for Thousand-Core Processors

SRS: A Split-Range Shared Memory Consistency Model for Thous...

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10th Annual Conference of advanced Computer Architecture, ACA 2014

作者： Lyu, Hui Zheng, Fang Xie, Xianghui State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China

ISBN: (纸本)9783662444900

A novel memory consistency model for thousand-core processors is presented. The model simplifies cache coherence for the full chip, and reduces cache design complexity. In addition, the model has the ability to describe the direct exchange of data on chip, thereby alleviating the off-chip memory bandwidth requirements. The paper gives a formal definition of the model, and proves that the model is sequentially consistent. All aspects of the definition are fully used in the process of proof, which means that there is no redundancy in the definition. Therefore, based on the split-range shared memory consistency model, a shared memory system can achieve high performance at low hardware cost. Meanwhile, the model is easy to be understood and used by programmers. © Springer-Verlag Berlin Heidelberg 2014.

关键词： Memory architecture

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Online pedestrian tracking with kalman filter and random ferns

Online pedestrian tracking with kalman filter and random fer...

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2014 2nd International Conference on Mechatronics, Robotics and Automation, ICMRA 2014

作者： Qu, Zhi Qiang Tu, Dan Lei, Jun College of Information System and Management National University of Defense Technology ChangSha Hunan China State Key Laboratory of Mathmatical Engineering and Advanced Computing WuXi Jiangsu China

ISBN: (纸本)9783038350781

Object tracking is one of the most important components in numerous applications of computer vision. Much progress has been made in recent years. The Tracking-Learning-Detection (TLD) algorithm achieves excellent performance on a set of challenging video sequences. However, classical TLD algorithm fails to track non-rigid pedestrian as complicated appearance, varying viewpoints, shape changes and occlusions. In this paper, we follow the TLD and propose a robust KMD framework which consists of the Kalman filter tracker, random ferns pedestrian detector and the pedestrian model. During the tracking process the tracker and detector are complementary: the Kalman filter tracker predicts the motion, the pedestrian detector searches the best-match appearance and the pedestrian model combines performance of both to determine final result and generate new samples for learning. Experimental results show our framework comparatively improves performance for pedestrian tracking in surveillance videos. © (2014) Trans Tech Publications, Switzerland.

关键词： Kalman filters

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Characterizing Multi-media Retrieval Applications

Characterizing Multi-media Retrieval Applications

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International Conference on Parallel Processing (ICPP)

作者： Yunping Lu Xin Wang Weihua Zhang Yi Li Wenyun Zhao Shanghai Key Laboratory of Data Science Fudan University Shanghai China State Key Lab of Mathematical Engineering and Advanced Computing Wuxi China Software School Fudan University Shanghai China Parallel Processing Institute Fudan University Shanghai China

Multimedia data, especially image and video data, have become one of the most overwhelming data types on the Internet recently. Considering the user experience and real application requirements, multimedia data always demand a real-time processing speed. As a result, the huge amount of such data make retrieving useful information from them not only data-intensive, but also computation-intensive, which poses significant challenges to current system and architecture designs. Unfortunately, most prior studies focus only on text based retrieval systems or traditional multimedia processing applications. As far as we know, there is no systematic study on analyzing the characteristics of multimedia retrieval applications and how they might impact system and architecture designs. In this paper, we make the first attempt to construct a multimedia retrieval benchmark suite (called MMR Bench) to evaluate the corresponding system and architecture designs. To embody diverse multimedia retrieval applications, we collect eight state-of-the-art multimedia retrieval algorithms which cover the whole retrieval stages, including feature extraction, feature matching, and spatial verification. To satisfy diverse evaluation purposes, we implement multiple versions for each algorithm, including sequential version, pthread version for multi-core evaluation and data-parallel (i.e., Map-reduce) version for data-center evaluation. Moreover, MMR Bench provides flexible interfaces through retrieval stages, as well as a tool to adjust parameters and regenerating different scales of reasonable input. With such a flexible design, the algorithms in MMR Bench may be not only suitable for individual kernel-level evaluation, but also capable to be integrated into a complete infrastructure for system-level evaluation. Based on MMR Bench, we further analyze the inherent architectural characteristics, such as input size sensitivity and workload balance, which provides some insights into system and archite

关键词： Multimedia communication Feature extraction Benchmark testing Streaming media Algorithm design and analysis Computer architecture

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A semantic representation of micro-blog short text based on topic model

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9th FTRA InternationalConference on Future Information Technology, FutureTech 2014

作者： Tang, Wenqing Chen, Xue Xu, Zheng State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China School of Computer Engineering and Science Shanghai University Shanghai China

ISBN: (纸本)9783642550379

The fundamental challenge confronting micro-blog short texts is to represent, compute and mine their semantics since they are colloquial language and restricted within 140 words. This paper presents an approach to represent micro-blogs semantically based on topic model. First, we get the topic vector of micro-blog through word-themes Mutual Reinforcement of micro-blog texts. Second, we take advantages of improved K-means to cluster micro-blog topic vectors and gain a category set of micro-blogs. Third, we make experiments to prove the above-mentioned methods. Finally, we find these methods can calculate semantics of micro-blogs text accurately and effectively. © 2014 Springer-Verlag Berlin Heidelberg.

关键词： Semantics

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Discovering users' potential demands for literature recommendation

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9th FTRA InternationalConference on Future Information Technology, FutureTech 2014

作者： Gao, Yinghu Chen, Xue Xu, Zheng School of Computer Engineering and Science Shanghai University Shanghai China State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China

ISBN: (纸本)9783642550379

Inspired by the process of human memory and interaction, this paper provides a discovery model of user demands. We can get the keywords network and episodic network by capture and analysis the user's behavior in the process of interaction, which can help the searching results to meet the user's actual demands better. © 2014 Springer-Verlag Berlin Heidelberg.

关键词： Behavioral research

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Cross-platform parallel programming in PARRAY: A case study

Cross-platform parallel programming in PARRAY: A case study

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11th IFIP WG 10.3 International Conference on Network and Parallel computing, NPC 2014

作者： Cui, Xiang Li, Xiaowen Chen, Yifeng HCST Key Lab. School of EECS Peking University Beijing China State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China Air Defense Forces Academy Zhengzhou China College of Computer and Information Engineering Henan University Kaifeng China

ISBN: (纸本)9783662449165

PARRAY (or Parallelizing ARRAYs) is an extension of C language that supports system-level succinct programming for heterogeneous parallel systems. Parray extends mainstream C programming with novel array types. This leads to shorter, more portable and maintainable parallel codes, while the programmer still has control over performance-related features necessary for deep manual optimization. This paper uses the case study on stepwise program refinement of matrix transposition to illustrate the basic techniques of PARRAY programming. © 2014 IFIP International Federation for Information Processing.

关键词： Parallel programming

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Using C to implement high-efficient computation of dense optical flow on FPGA-accelerated heterogeneous platforms

Using C to implement high-efficient computation of dense opt...

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IEEE International Conference on Field-Programmable Technology (FPT)

作者： Zhilei Chai Haojie Zhou Zhibin Wang Dong Wu School of Internet of Things Engineering Jiangnan University Wuxi China State Key Laboratory of Mathematical Engineering and Advanced Computing Wuxi China

ISBN: (纸本)9781479962464

High-quality algorithms for dense optical flow computation are computationally intensive. To compute them with high speed and low power is vital to make optical flow computation applicable in real-world applications. In contrast to only the Horn-Schunck model being studied on FPGA-based systems today, one of the best linear variational methods for dense optical flow computation, Combine-Brightness-Gradient, is implemented on FPGA-accelerated heterogeneous platforms in this paper. C instead of HDLs is employed and optimizing techniques based on the algorithmic parallelism and hardware architecture are introduced. Experimental results show that 30-110x improvement of the computing efficiency over CPUs was achieved. The FPGA-accelerated version is able to process 640 × 480 image at 12 fps with 0.38 J per frame, while it is 0.8 fps and around 40 J on CPUs. Through demonstrating high performance and low power of dense optical flow algorithm on FPGA-based heterogeneous platforms implemented in C, this paper shows that the off-the-shelf commodity FPGAs coupled with High-Level-Synthesis (HLS) tools could provide an available option when computational efficiency together with development speed are required.

关键词： Optical imaging Optical computing Nonlinear optics Field programmable gate arrays Parallel processing Computer vision Computational modeling

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