脑科学研究的演变趋势:一个综合的图书识别和绘图方法
Sujuan Zhang1, Jingyan Gu2, Yang Yang2
1Institute of Science and Technology Information, Beijing Academy of Science and Technology, Beijing, China.
Brain and behavior
|May 21, 2025
概括
全球大脑科学研究正在迅速推进,美国,中国和德国在输出方面处于领先地位. 中国中国中国中国.
科学领域:
- 脑科学研究,包括神经科学和认知科学,是一个快速扩大的跨学科领域.
- 重点领域包括大脑探索 (神经成像),大脑保护 (神经疾病治疗) 和大脑创造 (神经形态计算,大脑-计算机接口).
背景情况:
- 脑科学是美国,英国和日本等国家的战略研究重点.
- 了解大脑对于解决神经系统疾病和推进人工智能至关重要.
研究的目的:
- 进行全球脑科学研究的文献计量分析和知识图形可视化.
- 绘制研究趋势,确定热点,分析协作网络,并揭示该领域的未来方向.
主要方法:
- 从科学网络核心收藏中对1990年至2023年间发表的13590篇文章进行了图书统计分析.
- 使用CiteSpace和VOSviewer来分析出版物量,共同作者,引用,关键字的共同出现和爆发检测.
主要成果:
- 美国,中国和德国是最大的贡献者,中国在2016年后显示出显著的增长.
- 新兴的主题包括任务分析,深度学习和脑计算机接口 (BCI).
- 中国的大量出版物与国际合作有限,以及高度引用的作品的"数量高于质量"的挑战形成鲜明对比.
结论:
- 脑科学研究正在经历一个黄金时代,其特点是显著的进步和不断变化的边界.
- 本研究提供了研究趋势和方向的全面概述,作为研究人员和政策制定者的战略路线图.
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