脳波データの解析 方法論の論文

 

  1. Geometric classification of brain network dynamics via conic derivative discriminants F. Singh, Todd S. Braver, ShiNung Ching doi: https://doi.org/10.1101/201905 Now published in Journal of Neuroscience Methods doi: 10.1016/j.jneumeth.2018.06.019 Youtube lab introduction 読みやすい文章　わかりやすい説明（YOUTUBE動画）
  2. A dynamical systems approach for estimating phase interactions between rhythms of different frequencies from experimental data. PLoS Comput Biol. 2018 Jan; 14(1): e1005928. Published online 2018 Jan 16. doi: 10.1371/journal.pcbi.1005928 PMCID: PMC5770039 PMID: 29337999
  3. The sleeping brain as a dynamical system – insightsfrom time series analysis of the human sleep EEG. (PDF) Olbrich PROCEEDINGS OF BIOSIGNAL 2010, JULY 14-16, 2010, BERLIN, GERMANY
  4. Analysis of EEG Signals For EEG-based Brain-Computer Interface Jessy Parokaran Varghese School of Innovation, Design and Technology Mälardalen UniversityVasteras, Sweden Supervisor and Examiner: Dr. BARAN ÇÜRÜKLÜ Date: July 2009 学位論文なので、背景説明が平易でわかりやすい。
  5. A GENERALIZED FRAMEWORK FOR EVENT-RELATED DESYNCHRONIZATION (ERD) Steven Lemm, Klaus-Robert Müller, and Gabriel Curio　PLoS Computational Biology August 2009.　併設ウェブ記事

 

 

その他

Point process analysis of large-scale brain fMRI dynamics July 2011https://www.researchgate.net/publication/277217130_Point_process_analysis_of_large-scale_brain_fMRI_dynamics