Institutional Repository, Institute of Psychology, Chinese Academy of Sciences
NeoAnalysis: a Python-based toolbox for quick electrophysiological data processing and analysis | |
Zhang, Bo1,2; Dai, Ji1,2,3,4; Zhang, Tao1,2 | |
摘要 | Background: In a typical electrophysiological experiment, especially one that includes studying animal behavior, the data collected normally contain spikes, local field potentials, behavioral responses and other associated data. In order to obtain informative results, the data must be analyzed simultaneously with the experimental settings. However, most open-source toolboxes currently available for data analysis were developed to handle only a portion of the data and did not take into account the sorting of experimental conditions. Additionally, these toolboxes require that the input data be in a specific format, which can be inconvenient to users. Therefore, the development of a highly integrated toolbox that can process multiple types of data regardless of input data format and perform basic analysis for general electrophysiological experiments is incredibly useful. |
关键词 | NeoAnalysis Python Electrophysiology Analysis Toolbox Spike Offline sorting Saccade detection |
2017-11-13 | |
语种 | 英语 |
DOI | 10.1186/s12938-017-0419-7 |
发表期刊 | BIOMEDICAL ENGINEERING ONLINE |
ISSN | 1475-925X |
卷号 | 16期号:0页码:1-19 |
期刊论文类型 | Article |
收录类别 | SCI |
WOS标题词 | Science & Technology ; Technology |
WOS研究方向 | Engineering |
WOS类目 | Engineering, Biomedical |
WOS记录号 | WOS:000415146900002 |
资助机构 | National Natural Science Foundation of China(31271175 ; Scientific Foundation of Institute of Psychology, Chinese Academy of Sciences(Y5CX112005) ; Youth Innovation Promotion Association CAS(2017120) ; 31600870) |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.psych.ac.cn/handle/311026/22021 |
专题 | 脑与认知科学国家重点实验室 认知与发展心理学研究室 |
作者单位 | 1.Chinese Acad Sci, Inst Psychol, State Key Lab Brain & Cognit Sci, Beijing 100101, Peoples R China 2.Univ Chinese Acad Sci, Dept Psychol, Beijing 100049, Peoples R China 3.Chinese Acad Sci, Shenzhen Key Lab Neuropsychiat Modulat, Shenzhen 518055, Peoples R China 4.Chinese Acad Sci, Collaborat Innovat Ctr Brain Sci, CAS Ctr Excellence Brain Sci & Intelligence Techn, BCBDI,Shenzhen Inst Adv Technol, Shenzhen 518055, Peoples R China |
第一作者单位 | 脑与认知科学国家重点实验室 |
推荐引用方式 GB/T 7714 | Zhang, Bo,Dai, Ji,Zhang, Tao. NeoAnalysis: a Python-based toolbox for quick electrophysiological data processing and analysis[J]. BIOMEDICAL ENGINEERING ONLINE,2017,16(0):1-19. |
APA | Zhang, Bo,Dai, Ji,&Zhang, Tao.(2017).NeoAnalysis: a Python-based toolbox for quick electrophysiological data processing and analysis.BIOMEDICAL ENGINEERING ONLINE,16(0),1-19. |
MLA | Zhang, Bo,et al."NeoAnalysis: a Python-based toolbox for quick electrophysiological data processing and analysis".BIOMEDICAL ENGINEERING ONLINE 16.0(2017):1-19. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 | ||
NeoAnalysis_ a Pytho(3017KB) | 期刊论文 | 出版稿 | 限制开放 | CC BY-NC-SA | 请求全文 |
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