MEG and EEG data analysis with MNE-Python
Centre National de la Recherche Scientifique · Institut Mines-Télécom · +4 more institutions
Abstract
Magnetoencephalography and electroencephalography (M/EEG) measure the weak electromagnetic signals generated by neuronal activity in the brain. Using these signals to characterize and locate neural activation in the brain is a challenge that requires expertise in physics, signal processing, statistics, and numerical methods. As part of the MNE software suite, MNE-Python is an open-source software package that addresses this challenge by providing state-of-the-art algorithms implemented in Python that cover multiple methods of data preprocessing, source localization, statistical analysis, and estimation of functional connectivity between distributed brain regions. All algorithms and utility functions are…
Citation impact
- FWCI
- 10.97
- Percentile
- 100%
- References
- 53
Authors
1Topics & keywords
- Python (programming language)
- Computer science
- Scripting language
- Preprocessor
- Artificial intelligence
- Data mining
- Programming language
- Quality Education