首页> 美国卫生研究院文献>eLife >A Matlab-based toolbox for characterizing behavior of rodents engaged in string-pulling
【2h】

A Matlab-based toolbox for characterizing behavior of rodents engaged in string-pulling

机译:基于MATLAB的工具箱用于表征啮齿动物的行为从事弦绳拉动

代理获取
本网站仅为用户提供外文OA文献查询和代理获取服务,本网站没有原文。下单后我们将采用程序或人工为您竭诚获取高质量的原文,但由于OA文献来源多样且变更频繁,仍可能出现获取不到、文献不完整或与标题不符等情况,如果获取不到我们将提供退款服务。请知悉。

摘要

String-pulling by rodents is a behavior in which animals make rhythmical body, head, and bilateral forearm as well as skilled hand movements to spontaneously reel in a string. Typical analysis includes kinematic assessment of hand movements done by manually annotating frames. Here, we describe a Matlab-based software that allows whole-body motion characterization using optical flow estimation, descriptive statistics, principal component, and independent component analyses as well as temporal measures of Fano factor, entropy, and Higuchi fractal dimension. Based on image-segmentation and heuristic algorithms for object tracking, the software also allows tracking of body, ears, nose, and forehands for estimation of kinematic parameters such as body length, body angle, head roll, head yaw, head pitch, and path and speed of hand movements. The utility of the task and software is demonstrated by characterizing postural and hand kinematic differences in string-pulling behavior of two strains of mice, C57BL/6 and Swiss Webster.
机译:啮齿动物的弦乐器是动物制造有节奏的身体,头部和双侧前臂以及熟练的手动运动,以便在绳子中自发地卷起。典型分析包括通过手动注释框架进行手动运动的运动学评估。在这里,我们描述了一种基于MATLAB的软件,允许使用光学流量估计,描述性统计,主成分以及独立分量分析以及FANO因子,熵和HIGUCHI分形尺寸的时间测量来允许全身运动表征。基于图像分割和启发式算法进行对象跟踪,软件还允许跟踪身体,耳朵,鼻子和正手用于估计运动学参数,例如体长,体角,头辊,头部偏航,头部间距和路径和手动运动的速度。任务和软件的效用是通过表征两个小鼠的曲线拉动行为的姿势和手动运动差异来证明,C57BL / 6和瑞士韦伯斯特。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
代理获取

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号