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== Upcoming Talks/Discussions ==
== Upcoming Talks/Discussions ==
* '''08/12/2022 at 1:00pm-3:00pm''' Connectivity Coding Zoom Call [[Meg_information_based_connectivity_coding_session]]
* '''06/10/2022 at 1:00pm''' Club MEG: (Presentation) Communication Between the Amygdala and Cortex in the Context of Face Processing - Kunjan Rana
* '''08/19/2022 at 1:00pm''' Club MEG: (Presentation) Communication Between the Amygdala and Cortex in the Context of Face Processing - Kunjan Rana
* '''07/13/2022 at 10:00am (1.5hr)''' FRITES Theoretical Overview and Demo (Connectivity Calculation and Stats) - Etienne Combrisson & Andrea Brovelli - (Institut de Neurosciences de la Timone)
* '''09/02/2022 at 1:00pm''' ML SIG: (Journal Club) - Tom Holroyd
**https://brainets.github.io/frites/
* '''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
* '''08/26/2022 at 1:00pm''' Club MEG: (Journal Club) - Sharif Kronemer
* '''09/16/2022 at 1:00pm''' Club MEG: (Journal Club) - Lindsay Oberman
* '''09/16/2022 at 1:00pm''' Club MEG: (Journal Club) - Lindsay Oberman
* '''10/07/2022 at 1:00pm''' Club MEG: (Journal Club) - Sarah Grewal
* '''10/14/2022 at 1:00pm''' Club MEG: MNE-ARI (All Resolutions Imaging) Theoretical Overview and Demo - John Veillette - (University of Chicago)
* '''10/14/2022 at 1:00pm''' Club MEG: MNE-ARI (All Resolutions Imaging) Theoretical Overview and Demo - John Veillette - (University of Chicago)
**https://github.com/john-veillette/mne-ari
**https://github.com/john-veillette/mne-ari
* '''10/28/2022 at 1:00pm''' Club MEG: (Journal Club) - Sharif Kronemer
* '''11/18/2022 at 1:00pm''' Club MEG: (Journal Club) - Anna Namyst
* '''11/18/2022 at 1:00pm''' Club MEG: (Journal Club) - Anna Namyst


== Recent Talks/Discussions ==
== Recent Talks/Discussions ==
* '''08/05/2022''' Shruti Japee - Temporal Dynamics of Facial Expression Processing
**[https://megcore.nih.gov/MEG/ShrutiJapee_ClubMEG_FacialExpressionDecoding_08052022.mp4 Recording Download (mp4)]
* '''05/20/2022''' Priyanka Shah (Medical College of Wisconsin) - Resting Connectivity Changes in Temporal Lobe Epilepsy
* '''05/20/2022''' Priyanka Shah (Medical College of Wisconsin) - Resting Connectivity Changes in Temporal Lobe Epilepsy
**[https://megcore.nih.gov/MEG/PriyankaShah-Basak_ClubMEG_05202022.mp4 Recording Download (mp4)]
**[https://megcore.nih.gov/MEG/PriyankaShah-Basak_ClubMEG_05202022.mp4 Recording Download (mp4)]
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== Previous Tutorials and Training ==
== Previous Tutorials and Training ==
*Andrea Brovelli & Etienne Combrisson, FRITES Theoretical Overview and Demo (Connectivity Calculation and Stats) - 07/13/2022 - (Institut de Neurosciences de la Timone)
**[https://megcore.nih.gov/MEG/FRITES_Tutorial_07132022.mp4 Recording Download (mp4)]
**[https://brainets.github.io/frites/ Website and Github Page] [https://github.com/brainets/CookingFrites Example Training Notebooks]
**[https://doi.org/10.1016/j.neuroimage.2022.119347 Paper: Group-level inference of information-based measures for the analyses of cognitive brain networks from neurophysiological data]
*[https://megcore.nih.gov/index.php?title=MEG_Hackathon_2022 MEG Hackathon ] 05/06/2022
*[https://megcore.nih.gov/index.php?title=MEG_Hackathon_2022 MEG Hackathon ] 05/06/2022
*Eric Earl, Github Presentation and Discussion, 04/27/2022
*Eric Earl, Github Presentation and Discussion, 04/27/2022
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'''''Prior ML SIG topics:'''''
'''''Prior ML SIG topics:'''''
* '''05/27/2022''' Jeff Stout - [https://www.sciencedirect.com/science/article/pii/S1053811921006777 MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks]
* '''05/27/2022''' Jeff Stout - [https://www.sciencedirect.com/science/article/pii/S1053811921006777 MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks]
**[https://megcore.nih.gov/MEG/JeffStout_MEGnetOverview_ML-SIG_ClubMEG_05292022.mp4 Recording Download (mp4)]
**[https://megcore.nih.gov/MEG/JeffStout_MEGnetOverview_ML-SIG_05292022.mp4 Recording Download (mp4)]
*'''04/15/2022''' Leonardo Claudino - Decoding Pipeline <ref> 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</ref><ref>https://github.com/hcps-ninds/Replay ANALYSIS CODE: Consolidation of human skill linked to waking hippocampo-neocortical replay </ref>
*'''04/15/2022''' Leonardo Claudino - Decoding Pipeline <ref> 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</ref><ref>https://github.com/hcps-ninds/Replay ANALYSIS CODE: Consolidation of human skill linked to waking hippocampo-neocortical replay </ref>
** [https://megcore.nih.gov/MEG/LeoClaudino_DecodingPipeline_MEG-ML-SIG_04152022.mp4 Recording Download (mp4)]
** [https://megcore.nih.gov/MEG/LeoClaudino_DecodingPipeline_MEG-ML-SIG_04152022.mp4 Recording Download (mp4)]

Revision as of 10:18, 11 August 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

  • 08/12/2022 at 1:00pm-3:00pm Connectivity Coding Zoom Call Meg_information_based_connectivity_coding_session
  • 08/19/2022 at 1:00pm Club MEG: (Presentation) Communication Between the Amygdala and Cortex in the Context of Face Processing - Kunjan Rana
  • 09/02/2022 at 1:00pm ML SIG: (Journal Club) - Tom Holroyd
  • 09/16/2022 at 1:00pm Club MEG: (Journal Club) - Lindsay Oberman
  • 10/07/2022 at 1:00pm Club MEG: (Journal Club) - Sarah Grewal
  • 10/14/2022 at 1:00pm Club MEG: MNE-ARI (All Resolutions Imaging) Theoretical Overview and Demo - John Veillette - (University of Chicago)
  • 10/28/2022 at 1:00pm Club MEG: (Journal Club) - Sharif Kronemer
  • 11/18/2022 at 1:00pm Club MEG: (Journal Club) - Anna Namyst

Recent Talks/Discussions

Previous Tutorials and Training

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:

References

  1. 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
  2. https://github.com/hcps-ninds/Replay ANALYSIS CODE: Consolidation of human skill linked to waking hippocampo-neocortical replay
  3. Dash D, Ferrari P, Wang J. Decoding Imagined and Spoken Phrases From Non-invasive Neural (MEG) Signals. Front Neurosci. 2020;14:290. Published 2020 Apr 7. doi:10.3389/fnins.2020.00290
  4. Dash D, Wisler A, Ferrari P, Davenport EM, Maldjian J, Wang J. MEG Sensor Selection for Neural Speech Decoding. IEEE Access. 2020;8:182320-182337. doi:10.1109/access.2020.3028831
  5. Dash D, Ferrari P, Dutta S, Wang J. NeuroVAD: Real-Time Voice Activity Detection from Non-Invasive Neuromagnetic Signals. Sensors (Basel). 2020;20(8):2248. Published 2020 Apr 16. doi:10.3390/s20082248