Zobrazeno 1 - 10
of 7 466
pro vyhledávání: '"LI Xiaowei"'
Autor:
Chen, Mingkai, Han, Tianhua, Liu, Cheng, Liang, Shengwen, Yu, Kuai, Dai, Lei, Yuan, Ziming, Wang, Ying, Zhang, Lei, Li, Huawei, Li, Xiaowei
Approximate Nearest Neighbor Search (ANNS), which enables efficient semantic similarity search in large datasets, has become a fundamental component of critical applications such as information retrieval and retrieval-augmented generation (RAG). Howe
Externí odkaz:
http://arxiv.org/abs/2410.15621
Autor:
Liu, Lian, Ren, Haimeng, Cheng, Long, Xu, Zhaohui, Pan, Yudong, Wang, Mengdi, Li, Xiaowei, Han, Yinhe, Wang, Ying
Quantization is a widely-used compression technology to reduce the overhead of serving large language models (LLMs) on terminal devices and in cloud data centers. However, prevalent quantization methods, such as 8-bit weight-activation or 4-bit weigh
Externí odkaz:
http://arxiv.org/abs/2410.12168
Large language models (LLMs) have catalyzed an upsurge in automatic code generation, garnering significant attention for register transfer level (RTL) code generation. Despite the potential of RTL code generation with natural language, it remains err
Externí odkaz:
http://arxiv.org/abs/2408.06810
Mixed-precision neural network (MPNN) that utilizes just enough data width for the neural network processing is an effective approach to meet the stringent resources constraints including memory and computing of MCUs. Nevertheless, there is still a l
Externí odkaz:
http://arxiv.org/abs/2407.18267
Autor:
Zhang, Xinmiao, Feng, Zheng, Liang, Shengwen, Chen, Xinyu, Liu, Cheng, Li, Huawei, Li, Xiaowei
FPGA-based graph processing accelerators, enabling extensive customization, have demonstrated significant energy efficiency over general computing engines like CPUs and GPUs. Nonetheless, customizing accelerators to diverse graph processing algorithm
Externí odkaz:
http://arxiv.org/abs/2407.12575
Open-source EDA tools are rapidly advancing, fostering collaboration, innovation, and knowledge sharing within the EDA community. However, the growing complexity of these tools, characterized by numerous design parameters and heuristics, poses a sign
Externí odkaz:
http://arxiv.org/abs/2407.12576
Autor:
Fu, Fangfa, Zhang, Wenyu, Jiang, Zesong, Zhu, Zhiyu, Li, Guoyu, Yang, Bing, Liu, Cheng, Xiao, Liyi, Wang, Jinxiang, Li, Huawei, Li, Xiaowei
Deep learning and signal processing are closely correlated in many IoT scenarios such as anomaly detection to empower intelligence of things. Many IoT processors utilize digital signal processors (DSPs) for signal processing and build deep learning f
Externí odkaz:
http://arxiv.org/abs/2407.12565
A typical optimization of customized accelerators for error-tolerant applications such as multimedia, recognition, and classification is to replace traditional arithmetic units like multipliers and adders with the approximate ones to enhance energy e
Externí odkaz:
http://arxiv.org/abs/2407.11324
Autor:
Xu, Xusheng, Cui, Jiangyu, Cui, Zidong, He, Runhong, Li, Qingyu, Li, Xiaowei, Lin, Yanling, Liu, Jiale, Liu, Wuxin, Lu, Jiale, Luo, Maolin, Lyu, Chufan, Pan, Shijie, Pavel, Mosharev, Shu, Runqiu, Tang, Jialiang, Xu, Ruoqian, Xu, Shu, Yang, Kang, Yu, Fan, Zeng, Qingguo, Zhao, Haiying, Zheng, Qiang, Zhou, Junyuan, Zhou, Xu, Zhu, Yikang, Zou, Zuoheng, Bayat, Abolfazl, Cao, Xi, Cui, Wei, Li, Zhendong, Long, Guilu, Su, Zhaofeng, Wang, Xiaoting, Wang, Zizhu, Wei, Shijie, Wu, Re-Bing, Zhang, Pan, Yung, Man-Hong
We introduce MindSpore Quantum, a pioneering hybrid quantum-classical framework with a primary focus on the design and implementation of noisy intermediate-scale quantum (NISQ) algorithms. Leveraging the robust support of MindSpore, an advanced open-
Externí odkaz:
http://arxiv.org/abs/2406.17248
Autor:
Shi, Taixia, Liang, Dingding, Wang, Lu, Li, Lin, Guo, Shaogang, Gao, Jiawei, Li, Xiaowei, Lin, Chulun, Shi, Lei, Ding, Baogang, Liu, Shiyang, Yang, Fangyi, Jiang, Chi, Chen, Yang
In this work, a microwave photonic prototype for concurrent radar detection and spectrum sensing is proposed, designed, built, and investigated. A direct digital synthesizer and an analog electronic circuit are integrated to generate an intermediate
Externí odkaz:
http://arxiv.org/abs/2406.14067