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IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems最新文献

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Reliability-Aware Personalized Deployment of Approximate Computation IoT Applications in Serverless Mobile Edge Computing 无服务器移动边缘计算中近似计算物联网应用的可靠性感知个性化部署
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-08-02 DOI: 10.1109/tcad.2024.3437344
Kun Cao, Mingsong Chen, Stamatis Karnouskos, Shiyan Hu
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引用次数: 0
DG-RePlAce: A Dataflow-Driven GPU-Accelerated Analytical Global Placement Framework for Machine Learning Accelerators DG-RePlAce：面向机器学习加速器的数据流驱动型 GPU 加速分析全局布局框架
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-08-01 DOI: 10.1109/tcad.2024.3436521
Andrew B. Kahng, Zhiang Wang
{"title":"DG-RePlAce: A Dataflow-Driven GPU-Accelerated Analytical Global Placement Framework for Machine Learning Accelerators","authors":"Andrew B. Kahng, Zhiang Wang","doi":"10.1109/tcad.2024.3436521","DOIUrl":"https://doi.org/10.1109/tcad.2024.3436521","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141882319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep Learning Strategies for Labeling and Accuracy Optimization in Microcontroller Performance Screening 在微控制器性能筛选中优化标签和精度的深度学习策略
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-08-01 DOI: 10.1109/tcad.2024.3436542
Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero
{"title":"Deep Learning Strategies for Labeling and Accuracy Optimization in Microcontroller Performance Screening","authors":"Nicolò Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Ulf Schlichtmann, Giovanni Squillero","doi":"10.1109/tcad.2024.3436542","DOIUrl":"https://doi.org/10.1109/tcad.2024.3436542","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141887378","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
DCP-CNN: Efficient Acceleration of CNNs With Dynamic Computing Parallelism on FPGA DCP-CNN：利用 FPGA 上的动态计算并行性高效加速 CNN
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-07-31 DOI: 10.1109/tcad.2024.3435996
Kui Dai, Zheren Xie, Shuanglong Liu
{"title":"DCP-CNN: Efficient Acceleration of CNNs With Dynamic Computing Parallelism on FPGA","authors":"Kui Dai, Zheren Xie, Shuanglong Liu","doi":"10.1109/tcad.2024.3435996","DOIUrl":"https://doi.org/10.1109/tcad.2024.3435996","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141870090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
LSTM-Characterized Approach for Chip Floorplanning: Leveraging HyperGCN and DRQN 用于芯片平面规划的 LSTM 特征化方法：利用 HyperGCN 和 DRQN
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-07-31 DOI: 10.1109/tcad.2024.3436013
Wenbo Guan, Xiaoyan Tang, Hongliang Lu, Jingru Tan, Jinlong Wang, Yuming Zhang, Yimen Zhang
{"title":"LSTM-Characterized Approach for Chip Floorplanning: Leveraging HyperGCN and DRQN","authors":"Wenbo Guan, Xiaoyan Tang, Hongliang Lu, Jingru Tan, Jinlong Wang, Yuming Zhang, Yimen Zhang","doi":"10.1109/tcad.2024.3436013","DOIUrl":"https://doi.org/10.1109/tcad.2024.3436013","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141873253","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization with Knowledge-infused Reinforcement Learning RoSE-Opt：利用知识注入强化学习实现稳健高效的模拟电路参数优化
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-07-29 DOI: 10.1109/tcad.2024.3435692
Weidong Cao, Jian Gao, Tianrui Ma, Rui Ma, Mouhacine Benosman, Xuan Zhang
{"title":"RoSE-Opt: Robust and Efficient Analog Circuit Parameter Optimization with Knowledge-infused Reinforcement Learning","authors":"Weidong Cao, Jian Gao, Tianrui Ma, Rui Ma, Mouhacine Benosman, Xuan Zhang","doi":"10.1109/tcad.2024.3435692","DOIUrl":"https://doi.org/10.1109/tcad.2024.3435692","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141870093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
COSA Plus: Enhanced Co-Operative Systolic Arrays for Attention Mechanism in Transformers COSA Plus：用于变压器注意机制的增强型协同工作收缩阵列
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-07-29 DOI: 10.1109/tcad.2024.3434447
Zhican Wang, Gang Wang, Guanghui He
{"title":"COSA Plus: Enhanced Co-Operative Systolic Arrays for Attention Mechanism in Transformers","authors":"Zhican Wang, Gang Wang, Guanghui He","doi":"10.1109/tcad.2024.3434447","DOIUrl":"https://doi.org/10.1109/tcad.2024.3434447","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141870096","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ClipFormer: Key-Value Clipping of Transformers on Memristive Crossbars for Write Noise Mitigation ClipFormer：为降低写入噪声而对记忆横梁上的变压器进行键值剪切
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-07-29 DOI: 10.1109/tcad.2024.3435762
Abhiroop Bhattacharjee, Abhishek Moitra, Priyadarshini Panda
{"title":"ClipFormer: Key-Value Clipping of Transformers on Memristive Crossbars for Write Noise Mitigation","authors":"Abhiroop Bhattacharjee, Abhishek Moitra, Priyadarshini Panda","doi":"10.1109/tcad.2024.3435762","DOIUrl":"https://doi.org/10.1109/tcad.2024.3435762","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141870094","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Light-CIM: A Lightweight ADC/DAC-Fewer RRAM CIM DNN Accelerator With Fully-Analog Tiles and Non-Ideality-Aware Algorithm for Consumer Electronics Light-CIM：面向消费电子产品的轻量级 ADC/DAC-Fewer RRAM CIM DNN 加速器，采用全模拟瓷砖和非现实感知算法
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-07-29 DOI: 10.1109/tcad.2024.3435690
Chenyang Zhao, Jinbei Fang, Jingwen Jiang, Xiaoyong Xue, Xiaoyang Zeng
{"title":"Light-CIM: A Lightweight ADC/DAC-Fewer RRAM CIM DNN Accelerator With Fully-Analog Tiles and Non-Ideality-Aware Algorithm for Consumer Electronics","authors":"Chenyang Zhao, Jinbei Fang, Jingwen Jiang, Xiaoyong Xue, Xiaoyang Zeng","doi":"10.1109/tcad.2024.3435690","DOIUrl":"https://doi.org/10.1109/tcad.2024.3435690","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141873254","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional Computing Tri-HD：利用内存超维计算进行高能效片上学习
IF 2.9 3区 计算机科学 Q2 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Pub Date : 2024-07-29 DOI: 10.1109/tcad.2024.3435679
Weihong Xu, Saransh Gupta, Justin Morris, Xincheng Shen, Mohsen Imani, Baris Aksanli, Tajana Rosing
{"title":"Tri-HD: Energy-Efficient On-Chip Learning With In-Memory Hyperdimensional Computing","authors":"Weihong Xu, Saransh Gupta, Justin Morris, Xincheng Shen, Mohsen Imani, Baris Aksanli, Tajana Rosing","doi":"10.1109/tcad.2024.3435679","DOIUrl":"https://doi.org/10.1109/tcad.2024.3435679","url":null,"abstract":"","PeriodicalId":13251,"journal":{"name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","volume":null,"pages":null},"PeriodicalIF":2.9,"publicationDate":"2024-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141870095","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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