In this section, I only list some famous and frequently used deep learn frameworks, actually, more deep learning framework is developed according to each demand in various areas today, but for neuroscience data analysis, you can use above frameworks is already can solve your problem, of course, you also can contribute to these deep learning frameworks through Github, all these frameworks are open sources, welcome to contribute your idea and make it more perfect.
Summary
This review that we generalize all methods and software from the ultimate system platform to a high-level deep learning framework, we hope that this review that can give some new student or researchers can easily walk into neuroscience data analysis. In general, the basic approaches or methods in the neuroscience data analysis(specific for neuroimaging data, such as fMRI etc.) are all cover on this paper.
Acknowledgments
This work was supported in part by the Ministry of Science and Technology of China grant (2015CB351701), the National Natural Science Foundation of China grant (31730039), and the Chinese Academy of Sciences grant (XDBS01000000).
Corresponding author*: rxue@ibp.ac.cn