On-chip Hardware Accelerator for Automated Diagnosis Through HumanMachine Interactions in Healthcare Delivery
文献类型：期刊论文
| 作者 | Weigang Hou; Zhaolong Ning; Xiping Hu; Lei Guo; Xiaolan Deng; Yan Yang; Ricky Y. K. Kwok |
| 刊名 | IEEE Transactions on Automation Science and Engineering
 |
| 出版日期 | 2018 |
| 文献子类 | 期刊论文 |
| 英文摘要 | The automated diagnosis helps us better understand the complex landscape of diseases, leading to more effective, early and reliable medical diagnosis and therapy. The human-machine interactions in healthcare delivery relying on automated cyber-physical systems (ACPSs) play an important role in the automated diagnosis. Currently, the multicore accelerator used for ACPS has utilized the network-on-chip (NoC) for personalized healthcare. However, the discrete cores based on NoC are affected by limited computation speed, since the data have to pass through an electrical interconnect. In this paper, we propose a novel optical NoC (ONoC) solution of designing discrete cores to quickly understand biomarkers for early detecting abnormal pathophysiology, such as the deviation from the protein's native state. We analyze the performance of our ONoC-based ACPS accelerator for personalized healthcare by virtue of the tested proteins widely adopted in the lattice protein model. Our mathematical analysis and simulation results demonstrate that: 1) the chip area becomes smaller than a traditional design, which makes the personalized healthcare product more convenient; 2) the computation speed is promoted, resulting in the rapid understanding of biomarkers; and 3) we improve the data transmission reliability through accurately capturing the photonic effect so that desirable human-machine interactions can be guaranteed. |
| URL标识 | 查看原文 |
| 语种 | 英语 |
| 源URL | [http://ir.siat.ac.cn:8080/handle/172644/13573]  |
| 专题 | 深圳先进技术研究院_集成所 |
| 推荐引用方式 GB/T 7714 | Weigang Hou,Zhaolong Ning,Xiping Hu,et al. On-chip Hardware Accelerator for Automated Diagnosis Through HumanMachine Interactions in Healthcare Delivery[J]. IEEE Transactions on Automation Science and Engineering,2018. |
| APA | Weigang Hou.,Zhaolong Ning.,Xiping Hu.,Lei Guo.,Xiaolan Deng.,...&Ricky Y. K. Kwok.(2018).On-chip Hardware Accelerator for Automated Diagnosis Through HumanMachine Interactions in Healthcare Delivery.IEEE Transactions on Automation Science and Engineering. |
| MLA | Weigang Hou,et al."On-chip Hardware Accelerator for Automated Diagnosis Through HumanMachine Interactions in Healthcare Delivery".IEEE Transactions on Automation Science and Engineering (2018). |
入库方式： OAI收割
来源：深圳先进技术研究院
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。