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检索条件"任意字段=IEEE/ACM International Conference on Computer Aide Digest"
890 条 记 录,以下是31-40 订阅
排序:
Accurate, Yet Scalable: A SPICE-based Design and Optimization Framework for eNVM-based Analog In-memory Computing  24
Accurate, Yet Scalable: A SPICE-based Design and Optimizatio...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Mojahidul Ahsan, S.M. Shahriar, Muhammad Sakib Chowdhury, Mrittika Hossain, Tanvir Hasan, Md Sakib Hoque, Tamzidul Department of Electrical Engineering and Computer Science University of Kansas LawrenceKS United States Department of Electrical and Computer Engineering University of Mississippi OxfordMS United States
This paper introduces a scalable SPICE-based tool infrastructure designed to optimize analog compute-in-memory (ACIM) architectures utilizing emerging non-volatile resistive memory (eNVM) technologies. The inherent ef... 详细信息
来源: 评论
Optimal Layout Synthesis of Multi-Row Standard Cells for Advanced Technology Nodes  24
Optimal Layout Synthesis of Multi-Row Standard Cells for Adv...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Chung, Sehyeon Seo, Hyunbae Cho, Handong Choi, Kyumyung Kim, Taewhan Department of Electrical and Computer Engineering Seoul National University Seoul Korea Republic of
In this paper, we address three core problems in the layout synthesis of multi-row standard cells: transistor folding, row partitioning, and transistor placement. We propose a comprehensive solution to the problem of ... 详细信息
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The Power of Graph Signal Processing for Chip Placement Acceleration  24
The Power of Graph Signal Processing for Chip Placement Acce...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Liu, Yiting Zhou, Hai Wang, Jia Yang, Fan Zeng, Xuan Shang, Li School of Computer Science Fudan University Shanghai China Department of ECE Northwestern University Evanston United States Department of ECE IIIinois Institute of Technology Chicago United States State Key Lab of ASIC & System Microelectronics Department Fudan University Shanghai China
Placement is a critical task with high computation complexity in VLSI physical design. Modern analytical placers formulate the placement objective as a nonlinear optimization task, which suffers a long iteration time.... 详细信息
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FlexHE: a Flexible Kernel Generation Framework for Homomorphic Encryption-Based Private Inference  24
FlexHE: a Flexible Kernel Generation Framework for Homomorph...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Yu, Jiangrui Zeng, Wenxuan Xu, Tianshi Chen, Renze Liang, Yun Wang, Runsheng Huang, Ru Li, Meng Institute for Artificial Intelligence Peking University Beijing China School of Integrated Circuits Peking University Beijing China Institute of Electronic Design Automation Peking University Wuxi China Beijing Advanced Innovation Center for Integrated Circuits Beijing China School of Software and Microelectronics Peking University Beijing China School of Computer Science Peking University Beijing China
Secure two-party computation (2PC) based on homomorphic encryption (HE) achieves formal data privacy protection and gets increasing adoption for private deep neural network (DNN) inference. As modern HE schemes usuall... 详细信息
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ADO-LLM: Analog Design Bayesian Optimization with In-Context Learning of Large Language Models  24
ADO-LLM: Analog Design Bayesian Optimization with In-Context...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Yin, Yuxuan Wang, Yu Xu, Boxun Li, Peng Department of Electronic and Computer Engineering University of California Santa BarbaraCA United States
Analog circuit design requires substantial human expertise and involvement, which is a significant roadblock to design productivity. Bayesian Optimization (BO), a popular machine-learning-based optimization strategy, ... 详细信息
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MCUBERT: Memory-Efficient BERT Inference on Commodity Microcontrollers  24
MCUBERT: Memory-Efficient BERT Inference on Commodity Microc...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Yang, Zebin Chen, Renze Wu, Taiqiang Wong, Ngai Liang, Yun Wang, Runsheng Huang, Ru Li, Meng Institute for Artificial Intelligence Peking University Beijing China School of Integrated Circuits Peking University Beijing China School of Computer Science Peking University Beijing China The University of Hong Kong Hong Kong Institute of Electronic Design Automation Peking University Wuxi China Beijing Advanced Innovation Center for Integrated Circuits Beijing China
In this paper, we propose MCUBERT to enable language models like BERT on tiny microcontroller units (MCUs) through network and scheduling co-optimization. We observe the embedding table contributes to the major storag... 详细信息
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Equivalence Checking for Flow-Based Computing using Iterative SAT Solving  24
Equivalence Checking for Flow-Based Computing using Iterativ...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Thijssen, Sven Rashed, Muhammad Rashedul Haq Ahmed, Md Rubel Singireddy, Suraj Jha, Sumit Kumar Ewetz, Rickard Department of Electrical Engineering and Computer Science Florida Atlantic University Boca RatonFL United States Department of Computer Science and Engineering University of Texas at Arlington ArlingtonTX United States Department of Electrical and Computer Engineering University of Central Florida OrlandoFL United States Department of Electrical and Computer Engineering University of Texas at San Antonio San AntonioTX United States Knight Foundation School of Computing and Information Sciences Florida International University MiamiFL United States Department of Electrical and Computer Engineering University of Florida GainesvilleFL United States
Processing in-memory is projected to shatter the von Neumann bottleneck and enable acceleration of data-intensive applications. Flow-based computing is an efficient in-memory computing paradigm for accelerating the ex... 详细信息
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HeLEM-GR: Heterogeneous Global Routing with Linearized Exponential Multiplier Method  24
HeLEM-GR: Heterogeneous Global Routing with Linearized Expon...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Zhao, Chunyuan Guo, Zizheng Wang, Rui Wen, Zaiwen Liang, Yun Lin, Yibo School of Integrated Circuits Peking University China Institute of EDA Peking University China School of Mathematics Southwestern University of Finance and Economics China Beijing International Center for Mathematical Research Peking University China Beijing Advanced Innovation Center for Integrated Circuits China
Global routing (GR) plays an important role in the VLSI design flow. It not only serves as guidance for the follow-up detailed routing but also provides early design feedback for floorplanning and placement. Global ro... 详细信息
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Co-Designing Binarized Transformer and Hardware Accelerator for Efficient End-to-End Edge Deployment  24
Co-Designing Binarized Transformer and Hardware Accelerator ...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Ji, Yuhao Fang, Chao Ma, Shaobo Shao, Haikuo Wang, Zhongfeng School of Electronic Science and Engineering Nanjing University Nanjing China Department of Computer Science and Engineering Chinese University of Hong Kong Hong Kong School of Integrated Circuits Sun Yat-sen University Shenzhen China
Transformer models have revolutionized AI tasks, but their large size hinders real-world deployment on resource-constrained and latency-critical edge devices. While binarized Transformers offer a promising solution by... 详细信息
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EPipe: Pipeline Inference Framework with High-quality Offline Parallelism Planning for Heterogeneous Edge Devices  24
EPipe: Pipeline Inference Framework with High-quality Offlin...
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43rd international conference on computer-aided Design, ICCAD 2024
作者: Xiong, Yi Liu, Weihong Zhang, Rui Zu, Yulong Zhu, Zongwei Zhou, Xuehai School of Computer Science and Technology University of Science and Technology of China China Suzhou Institute for Advanced Research University of Science and Technology of China China School of Software Engineering University of Science and Technology of China China
Pipeline parallelism is essential for edge computing as it effectively consolidates the limited resources of edge devices, enabling the deployment of large Deep Neural Network (DNN) models and accelerating inference p... 详细信息
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