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http://dx.doi.org/10.1016/S0140-6736(25)00132-1 | DOI Listing |
Micromachines (Basel)
January 2025
Research Center for Novel Computing Sensing and Intelligent Processing, Zhejiang Lab, Hangzhou 311100, China.
General matrix multiplication (GEMM) in machine learning involves massive computation and data movement, which restricts its deployment on resource-constrained devices. Although data reuse can reduce data movement during GEMM processing, current approaches fail to fully exploit its potential. This work introduces a sparse GEMM accelerator with a weight-and-output stationary (WOS) dataflow and a distributed buffer architecture.
View Article and Find Full Text PDFBMC Health Serv Res
January 2025
Sichuan Clinical Research Center for Cancer, Sichuan Cancer Hospital & Institute, Sichuan Cancer Center, Affiliated Cancer Hospital of University of Electronic Science and Technology of China, Chengdu, 610041, P. R. China.
Background: Health education conducted by community health workers (CHWs) is an evidence-based strategy for promoting cancer prevention, cancer screening, and adherence to medical guidance from doctors. However, CHWs are confronted with some problems related to cancer health education in China. This study aimed to clarify CHWs' awareness of problems in cancer health education in China and the solutions that they were considering to improve the quality and efficiency of cancer health education.
View Article and Find Full Text PDFFront Comput Neurosci
January 2025
Center for Synaptic Brain Dysfunctions, Institute for Basic Science, Daejeon, Republic of Korea.
Memory consolidation refers to the process of converting temporary memories into long-lasting ones. It is widely accepted that new experiences are initially stored in the hippocampus as rapid associative memories, which then undergo a consolidation process to establish more permanent traces in other regions of the brain. Over the past two decades, studies in humans and animals have demonstrated that the hippocampus is crucial not only for memory but also for imagination and future planning, with the CA3 region playing a pivotal role in generating novel activity patterns.
View Article and Find Full Text PDFStroke Vasc Neurol
January 2025
Department of Neurology, Beijing Tiantan Hospital, Beijing, China
Background: Stroke remains a major global health challenge, with China experiencing a significant burden due to its high incidence and severe outcomes. Reperfusion therapies, such as intravenous thrombolysis and endovascular thrombectomy, have shown substantial benefits in improving early outcomes for ischaemic stroke. Recent clinical trials have validated the safety and efficacy of a broader range of thrombolytic agents and expanded the eligible patient populations for both intravenous thrombolysis and mechanical thrombectomy.
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