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Evaluating Cognitive Function and Brain Activity Patterns via Blood Oxygen Level-Dependent Transformer in N-Back Working Memory Tasks
Published 2025-03-01“…This study aimed to evaluate brain activation patterns by analyzing functional magnetic resonance imaging (fMRI) time-series data collected during a designed N-back working memory task with varying cognitive demands. (2) Methods: We utilized a novel transformer model, blood oxygen level-dependent transformer (BolT), to extract the activation level features of brain regions in the cognitive process, thereby obtaining the influence weights of regions of interest (ROIs) on the corresponding tasks. (3) Results: Compared with previous studies, our work reached similar conclusions in major brain region performance and provides a more precise analysis for identifying brain activation patterns. …”
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922
Coastal Cultural Ecosystem Services: A Bridge between the Natural Ecosystem and Social Ecosystem for Sustainable Development
Published 2024-08-01“…Finally, it proposes advancing the in-depth research of coastal CESs from the perspectives of integrating multi-source data, interdisciplinary development, and incorporating CESs into policy making, providing theoretical support for the systematic study of rational resource utilization and sustainable ecosystem development.…”
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Enhancing operational efficiency and financial reporting through Oracle NetSuite ERP implementation: A case study in a logistics company
Published 2023-09-01“…The objective of this study is to investigate the outcomes of implementing Oracle NetSuite, an Enterprise Resource Planning (ERP) software, in a logistics company located in Indonesia. …”
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Genome-wide association study reveals the genetic basis of vitamin C content in rapeseed (Brassica napus L.) seedlings
Published 2025-07-01“…Rapeseed (Brassica napus L.) is a versatile crop, with its seedlings and flowering stalks can be utilized as vegetables, which are rich in vitamin C (Vc) and other essential nutrients, including selenium, calcium, zinc, and various amino acids. …”
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A Study on Spatial and Temporal Changes and Synergies/Trade-Offs of the Production-Living-Ecological Functions in Mountainous Areas Based on the Niche Width Model
Published 2025-03-01“…The synergistic effect between PF and EF strengthens significantly, the trade-off relationship between PF and LF weakens slightly, and the trade-off between LF and EF remains prominent; high-low (HL) clusters and low-high (LH) clusters exceed 55%; (3) based on synergy/trade-off relationships, the study area is divided into six functional zones (e.g., economic priority zones, ecological protection zones), with proposed optimization strategies such as “intensive valley development, eco-cultural tourism in border areas, and urban-rural coordination in central regions,” providing scientific support for sustainable territorial spatial utilization in mountainous areas.…”
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<i>Agrobacterium</i>-Mediated Transient Expression Methods to Validate Gene Functions in Strawberry (<i>F.</i> × <i>ananassa</i>)
Published 2024-11-01“…In this study, we provide a method utilizing <i>Agrobacterium</i>-mediated transient expression to examine the function of genes in octoploid strawberry. …”
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A merged fuzzy system and neural network for improving management method and strategy in scientific research and education
Published 2025-07-01“…Besides, improved activation functions and a novel management method were implemented in the education field, utilizing classification learners of neural network structures. …”
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Image Classification Model Based on Contrastive Learning With Dynamic Adaptive Loss
Published 2025-01-01Get full text
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