Search Results - Algorithm−Data Co-Design

DDC-PIM: Efficient Algorithm/Architecture Co-Design for Doubling Data Capacity of SRAM-Based Processing-in-Memory by Duan, Cenlin, Yang, Jianlei, He, Xiaolin, Qi, Yingjie, Wang, Yikun, Wang, Yiou, He, Ziyan, Yan, Bonan, Wang, Xueyan, Jia, Xiaotao, Pan, Weitao, Zhao, Weisheng

“… algorithm/architecture co-design methodology that effectively doubles the equivalent data capacity…”
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3-D In-Sensor Computing for Real-Time DVS Data Compression: 65-nm Hardware-Algorithm Co-Design by Nair, Gopikrishnan R., Nalla, Pragnya S., Krishnan, Gokul, Anupreetham, Oh, Jonghyun, Hassan, Ahmed, Yeo, Injune, Kasichainula, Kishore, Seok, Mingoo, Seo, Jae-Sun, Cao, Yu

“…Traditional IO links are insufficient to transport high volume of image sensor data, under stringent power and latency constraints. To address this, we…”
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Data mining–based hierarchical cooperative coevolutionary algorithm for TSK-type neuro-fuzzy networks design by Hsu, Chi-Yao, Lin, Sheng-Fuu, Chang, Jyun-Wei

“…This study proposes a data mining–based hierarchical cooperative coevolutionary algorithm (DMHCCA…”
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Analysis of an evolutionary RBFN design algorithm, CO 2RBFN, for imbalanced data sets by Pérez-Godoy, María Dolores, Fernández, Alberto, Rivera, Antonio Jesús, del Jesus, María José

“…In the classification problem field, we often encounter many real application areas in which the data do not have an equitable distribution among the different…”
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The case for data science in experimental chemistry: examples and recommendations by Yano, Junko, Gaffney, Kelly J., Gregoire, John, Hung, Linda, Ourmazd, Abbas, Schrier, Joshua, Sethian, James A., Toma, Francesca M.

“… In this Expert Recommendation, we focus on experimental co-design and its importance to experimental chemistry…”
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DDC-PIM: Efficient Algorithm/Architecture Co-design for Doubling Data Capacity of SRAM-based Processing-In-Memory by Duan, Cenlin, Yang, Jianlei, He, Xiaolin, Qi, Yingjie, Wang, Yikun, Wang, Yiou, He, Ziyan, Bonan Yan, Wang, Xueyan, Jia, Xiaotao, Pan, Weitao, Zhao, Weisheng

“… algorithm/architecture co-design methodology that effectively doubles the equivalent data capacity…”
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Integrated experiment and simulation co-design: A key infrastructure for predictive mesoscale materials modeling by Joshi, Shailendra, Bucsek, Ashley, Pagan, Darren C., Daly, Samantha, Ravindran, Suraj, Marian, Jaime, Bessa, Miguel A., Kalidindi, Surya R., Admal, Nikhil C., Reina, Celia, Ghosh, Somnath, Warren, James A., Viñals, Jorge, Tadmor, Ellad B.

“…The design of structural and functional materials for specialized applications is experiencing significant growth fueled by rapid advancements in materials…”
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Prodigy: Improving the Memory Latency of Data-Indirect Irregular Workloads Using Hardware-Software Co-Design by Talati, Nishil, May, Kyle, Behroozi, Armand, Yang, Yichen, Kaszyk, Kuba, Vasiladiotis, Christos, Verma, Tarunesh, Li, Lu, Nguyen, Brandon, Sun, Jiawen, Morton, John Magnus, Ahmadi, Agreen, Austin, Todd, O'Boyle, Michael, Mahlke, Scott, Mudge, Trevor, Dreslinski, Ronald

“…Irregular workloads are typically bottlenecked by the memory system. These workloads often use sparse data representations, e.g., compressed sparse row/column…”
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NDSEARCH: Accelerating Graph-Traversal-Based Approximate Nearest Neighbor Search through Near Data Processing by Wang, Yitu, Li, Shiyu, Zheng, Qilin, Song, Linghao, Li, Zongwang, Chang, Andrew, Li, Hai lHelenr, Chen, Yiran

“…Approximate nearest neighbor search (ANNS) is a key retrieval technique for vector database and many data center applications, such as person re-identification…”
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Learning analytics made in France: the METAL project by Brun, Armelle, Bonnin, Geoffray, Castagnos, Sylvain, Roussanaly, Azim, Boyer, Anne

“…Purpose The purpose of this paper is to present the METAL project, a French open learning analytics (LA) project for secondary school, that aims at improving…”
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KVO-LLM: Boosting Long-Context Generation Throughput for Batched LLM Inference by Li, Zhenyu, Lyu, Dongxu, Wang, Gang, Chen, Yuzhou, Chen, Liyan, Li, Wenjie, Jiang, Jianfei, Sun, Yanan, He, Guanghui

“…With the widespread deployment of long-context large language models (LLMs), efficient and high-quality generation is becoming increasingly important. Modern…”
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Design and analysis of cooperative wireless data access algorithms in multi-radio wireless networks by Lee, Kiwon, Jang, Insun, Pack, Sangheon, Lee, Wonjun

“…In the future, most mobile nodes will have multiple radio interfaces, and this feature can be exploited to reduce the transmission cost in wireless data access…”
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Hardware/Software co-design of a key point detector on FPGA by Chati, H.D., Muhlbauer, F., Braun, T., Bobda, C., Berns, K.

“… The major challenges are efficient hardware/software partitioning of the key point detector algorithm, data flow management as well as efficient use of memory, bus and processor…”
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Data mining and design of electromagnetic properties of Co/FeSi filled coatings based on genetic algorithms optimized artificial neural networks (GA-ANN) by Guan, Zhen-Jie, Li, Rui, Jiang, Jian-Tang, Song, Bo, Gong, Yuan-Xun, Zhen, Liang

“…It is difficult to establish analytical relationships between coating parameters (type and filling ratios of absorbent) and electromagnetic (EM) properties…”
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An Energy-Efficient Accelerator for Medical Image Reconstruction From Implicit Neural Representation by Rao, Chaolin, Wu, Qing, Zhou, Pingqiang, Yu, Jingyi, Zhang, Yuyao, Lou, Xin

“… In particular, we propose a dedicated hardware architecture based on an optimized computation flow for the INR-based reconstruction algorithm, which co-designs data reuse and computation load…”
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Model-Based Generation of Hardware/Software Architectures With Hybrid Schedulers for Robotics Systems by Podlubne, Ariel, Mey, Johannes, Andreou, Andreas, Pertuz, Sergio, Aszmann, Uwe, Gohringer, Diana

“…Robotic systems compute data from multiple sensors to perform several actions (e.g., path planning, object detection). FPGA-based architectures for such…”
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ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse by Kim, Jongmin, Lee, Gwangho, Kim, Sangpyo, Sohn, Gina, Rhu, Minsoo, Kim, John, Ahn, Jung Ho

“… ARK enables practical FHE workloads with a novel algorithm-architecture co-design to accelerate…”
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Data Overfitting for On-Device Super-Resolution with Dynamic Algorithm and Compiler Co-Design by Li, Gen, Shu, Zhihao, Ji, Jie, Qin, Minghai, Afghah, Fatemeh, Niu, Wei, Ma, Xiaolong

“…Deep neural networks (DNNs) are frequently employed in a variety of computer vision applications. Nowadays, an emerging trend in the current video distribution…”
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Exploiting neuro-inspired dynamic sparsity for energy-efficient intelligent perception by Zhou, Sheng, Gao, Chang, Delbruck, Tobi, Verhelst, Marian, Liu, Shih-Chii

“… We categorize various forms of dynamic sparsity rooted in data redundancy and discuss potential strategies to enhance and exploit it through algorithm-hardware co-design…”
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Arbitrary long digit integer sorter HW/SW co-design by Cheng, Shun-Wen

“… This paper discusses on effectively solving arbitrary long digit integer sorting problem by HW/SW co-design under the Area x Time2 (AT2…”
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