图 书 馆
神经影像工具箱的模式识别Pattern Recognition for Neuroimaging Toolbox |
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| 课程网址: | http://videolectures.net/machine_schrouff_pattern_recognition/ |
| 主讲教师: | Jessica Schrouff |
| 开课单位: | 列日大学 |
| 开课时间: | 2013-08-06 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | In the past years, mass univariate statistical analyses of neuroimaging data have been complemented by the use of multivariate pattern analyses, especially based on machine learning models. While these allow an increased sensitivity for the detection of spatially distributed effects compared to univariate techniques, they lack an established and accessible software framework. The goal of this work was to build a toolbox comprising all the necessary functionalities for multivariate analyses of neuroimaging data, based on machine learning models. The “Pattern Recognition for Neuroimaging Toolbox” (PRoNTo) is open-source, cross-platform and MATLAB-based, therefore being suitable for both cognitive and clinical neuroscience research. In addition, it is designed to facilitate novel contributions from developers, aiming to improve the interaction between the neuroimaging and machine learning communities. |
| 关 键 词: | 多变量模式; 机器学习; 神经成像数据 |
| 课程来源: | 视频讲座网 |
| 最后编审: | 2019-05-15：lxf |
| 阅读次数: | 111 |