NeoAnalysis: a Python-based toolbox for quick electrophysiological data processing and analysis
文献类型:期刊论文
作者 | Zhang, Bo1,2; Dai, Ji1,2,3,4; Zhang, Tao1,2 |
刊名 | BIOMEDICAL ENGINEERING ONLINE |
出版日期 | 2017-11-13 |
卷号 | 16期号:0页码:1-19 |
ISSN号 | 1475-925X |
关键词 | NeoAnalysis Python Electrophysiology Analysis Toolbox Spike Offline sorting Saccade detection |
DOI | 10.1186/s12938-017-0419-7 |
文献子类 | Article |
英文摘要 | 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. |
WOS研究方向 | Engineering |
语种 | 英语 |
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) |
源URL | [http://ir.psych.ac.cn/handle/311026/22021] |
专题 | 心理研究所_脑与认知科学国家重点实验室 心理研究所_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 |
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. |
入库方式: OAI收割
来源:心理研究所
其他版本
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。