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'''''Prior ML SIG topics:''''' |
'''''Prior ML SIG topics:''''' |
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*'''01/28/2022''' Lina Teichmann - Bayes Factors for Time-series Decoding |
*'''01/28/2022''' Lina Teichmann - Bayes Factors for Time-series Decoding |
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** Recording Download: [https://megcore.nih.gov/MEG/Teichmann_MEGMachineLearningSIG_BayesFactorsTimeSeriesDecoding_01282022.mp4 Teichmann 01/28/22 (mp4)] |
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** Slides: [[File:Pdf.png|PDF]] [https://megcore.nih.gov/MEG/Teichmann_BayesFactors_ClubMEG_01282022.pdf Bayes Factors for Time-Series Decoding] |
** Slides: [[File:Pdf.png|PDF]] [https://megcore.nih.gov/MEG/Teichmann_BayesFactors_ClubMEG_01282022.pdf Bayes Factors for Time-Series Decoding] |
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** [https://www.biorxiv.org/content/10.1101/2021.06.23.449663v3.abstract Journal Article] and [https://github.com/LinaTeichmann1/BFF_repo Associated Code] |
** [https://www.biorxiv.org/content/10.1101/2021.06.23.449663v3.abstract Journal Article] and [https://github.com/LinaTeichmann1/BFF_repo Associated Code] |
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Revision as of 11:15, 2 February 2022
Club MEG is our version of a journal club. We welcome NIH MEG researchers to lead discussions on any MEG topic, including interesting papers, experiment ideas, analysis techniques, or finding from your research.
Interested in presenting a topic? Email Fred Carver at carverf@nih.gov or Jeff Stout at stoutjd@nih.gov if you would like to present.
Notifications of upcoming talks are sent to the MEG_ANNOUNCE listserv.
Upcoming Talks/Discussions
- 02/11/2022 at 1:00pm Club MEG: (Journal Club) Connectivity Journal Article (TBD) - Megan Parker
- 02/25/2022 at 1:00pm ML SIG: (Presentation) Decoding Pipeline [1][2] - Leonardo Claudino
- 03/10/2022 at 1:00pm Club MEG: (Presentation) Using Information Theory for MEG Studies - Stephen Robinson
- 03/25/2022 at 1:00pm ML SIG: (Journal Club) - Mina Kheirkhah Rahimabadi
- 04/08/2022 at 1:00pm Club MEG: (Journal Club) Temporal hierarchy of intrinsic neural timescales converges with spatial core-periphery organization - Allison Nugent
- 04/22/2022 at 1:00pm Club MEG: (Journal Club) Consolidation of human skill linked to waking hippocampo-neocortical replay - Ethan Buch
- TBD 05/??/2022 MEG Hackathon
- 05/13/2022 at 1:00pm Club MEG: (Presentation) - Jess Gilbert
- 05/27/2022 at 1:00pm ML SIG: (Journal Club) MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks - Jeff Stout
- 06/10/2022 at 1:00pm Club MEG: (Presentation) Communication Between the Amygdala and Cortex in the Context of Face Processing - Kunjan Rana
- 07/15/2022 at 1:00pm Club MEG: (Presentation) - Shruti Japee
- 07/29/2022 at 1:00pm ML SIG: (Journal Club) - Tom Holroyd
- 08/12/2022 at 1:00pm Club MEG: (Journal Club) - Sarah Grewal
- 09/16/2022 at 1:00pm Club MEG: (Journal Club) - Lindsay Oberman
- 10/13/2022 at 1:00pm Club MEG: (Journal Club) - Anna Namyst
Recent Talks/Discussions
- 11/12/2021 Amaia Benitez, "From ECoG to Magnetocorticography: Optically Pumped Magnetometers for Non-Invasive, High Resolution Imaging"
- Slides:
OPM and MCog Research Introduction - Recording: OPMs & MCog (mp4)
- Slides:
- 10/22/2021 Stephen Robinson, "Fundamentals of Beamformers"
- Slides: SAM Beamforming Fundamentals
- Recording: SAM Beamforming Fundamentals (mp4)
- Slides:
- 10/23/2020 Angela Wang and Tom Holroyd, Neurofeedback Discussion.
- Slides: Neurofeedback Review; Real-time Beamforming.
- Slides:
Previous Tutorials and Training
- Fred Carver & Jeff Stout, Tutorial Link (01/21/22) -- MEG Group Data Analysis in AFNI and MNE Python
- Recording Download: MEG Group Data Analysis Tutorial (mp4)
- Jeff Stout, MNE Python Tutorial 2021 -- Introduction to MEG processing with MNE Python
- NIMH MEG Core Staff, NIH MEG Short Course 2018 -- Useful training materials.
Special Interest Groups
Machine Learning Special Interest Group (ML SIG) - 4th Friday of every month 1-2pm. Contact Jeff Stout for more information on joining or presenting.
Prior ML SIG topics:
- 01/28/2022 Lina Teichmann - Bayes Factors for Time-series Decoding
- Recording Download: Teichmann 01/28/22 (mp4)
- Slides: Bayes Factors for Time-Series Decoding
- Journal Article and Associated Code
- 12/03/2021 Initial meeting for Machine Learning in MEG SIG - Journal Club discussion: Deconstructing multivariate decoding for the study of brain function
References
- ↑ https://www.sciencedirect.com/science/article/pii/S2211124721005398?via%3Dihub Consolidation of human skill linked to waking hippocampo-neocortical replay Ethan R.Buch, Leonardo Claudino, Romain Quentin, Marlene Bönstrup, Leonardo Cohen
- ↑ https://github.com/hcps-ninds/Replay ANALYSIS CODE: Consolidation of human skill linked to waking hippocampo-neocortical replay