建立一个值得信赖的管道,整合神经科学网关和开放科学链
S Sivagnanam1,2, S Yeu1, K Lin1
1San Diego Supercomputer Center, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA.
概括
开放科学链 (OSC) 和神经科学网关 (NSG) 平台安全地保护和验证科学数据的完整性和来源. 这种整合确保了神经科学研究工作流程中可靠的数据重复使用和可重复性.
科学领域:
- 神经科学是一个神经科学.
- 数据科学数据科学数据科学
- 网络基础设施 网络基础设施
背景情况:
- 科学数据集及其元数据,包括来源,需要在进化过程中安全保存和重复使用以确保完整性.
- 有效地验证和共享数据和元数据对于科学数据的重复使用和可重复性至关重要.
- 开放科学链 (OSC) 和神经科学网关 (NSG) 是解决这些需求的网络基础设施解决方案.
研究的目的:
- 介绍第一个整合OSC和NSG框架的研究.
- 为了证明用于神经生理信号数据分析的来源元数据的安全跟踪和验证.
- 在综合框架内使用神经整合性连接工具研究大脑网络动态.
主要方法:
- 使用联盟区块链 (OSC) 来确保元数据完整性和验证.
- 雇佣了一个网络门户 (NSG) 用于对高性能计算资源的计算数据分析.
- 集成的OSC和NSG自动保存和验证研究工作流的文物.
主要成果:
- 成功追踪神经生理信号数据分析的来源.
- 证明了数据和元数据完整性的安全保存和验证.
- 实现数据集的独立验证,并促进数据的重复使用和可重复性.
结论:
- 综合的OSC-NSG框架为管理科学数据来源提供了有效和安全的解决方案.
- 这种方法提高了研究工作流程的可靠性,特别是在神经科学领域.
- 该研究强调了区块链和网络基础设施在推进开放科学原则方面的潜力.
更多相关视频
11:50A Standardized Pipeline for Examining Human Cerebellar Grey Matter Morphometry using Structural Magnetic Resonance Imaging
Published on: February 4, 2022
4.0K
06:32Author Spotlight: Automated Deep Brain Stimulation for Parkinson's Disease - Exploring the Possibilities and Challenges of Home Monitoring
Published on: July 14, 2023
1.3K
相关概念视频
01:28Neuronal Communication
Neurons, the fundamental units of the brain and nervous system, communicate through complex electrochemical signals that underpin all cognitive and bodily functions. This communication is primarily facilitated by a process involving the generation and propagation of an action potential along the axon of the neuron. When the internal electrical charge of a neuron surpasses a certain threshold, an action potential is triggered. This rapid change in voltage travels swiftly along the axon to the...
01:30Scientific Nature of Social Psychology
Social psychology is a scientific discipline dedicated to understanding how individuals think, feel, and behave in social contexts. Unlike common sense, which relies on anecdotal experiences and intuition, social psychology employs systematic research and empirical methods to ensure objectivity and reliability. This distinction is fundamental in distinguishing scientifically supported findings from mere speculation.Four fundamental scientific values guide a structured approach to research in...
01:22Gut-Brain Axis
The gut–brain axis is a bidirectional communication system that connects the gastrointestinal tract and the brain. This interaction is mediated through multiple pathways, including the vagus nerve, hormonal signals, immune responses, and chemical messengers produced by gut microbes.Microbial Contributions to Brain FunctionGut microbiota contributes significantly to brain function by producing neuroactive compounds. These include neuroactive compounds that influence neurotransmitters such as...