2021-hfMEG

Noninvasive neuromagnetic single-trial analysis of human neocortical population spikes; MEG data and scripts

Data and scripts for: https://doi.org/10.1073/pnas.2017401118

Scripts are publicly available under the MIT license.

Data is encrypted, and access will be granted by the authors upon reasonable request to the corresponding author gunnar.waterstraat@charite.de. This explicitly includes requests to reproduce and verify the results of the study. Details will be settled in an individual data sharing agreement.

Authors

1. Waterstraat, Gunnar (corresponding author: gunnar.waterstraat@charite.de)
2. Körber, Rainer
3. Storm, Jan-Hendrik
4. Curio, Gabriel

Gunnar Waterstraat and Rainer Körber contributed equally to this work.

Affiliations

• Waterstraat, Gunnar:

  • Neurophysics Group, Department of Neurology, Charité—Universitätsmedizin Berlin, 12203 Berlin, Germany

• Körber, Rainer:

  • Physikalisch-Technische Bundesanstalt, Department of Biosignals, 10587 Berlin, Germany

• Storm, Jan-Hendrik:

  • Physikalisch-Technische Bundesanstalt, Department of Biosignals, 10587 Berlin, Germany

• Curio, Gabriel:

  • Neurophysics Group, Department of Neurology, Charité—Universitätsmedizin Berlin, 12203 Berlin, Germany
  • Bernstein Center for Computational Neuroscience, 10115 Berlin, Germany

Funding

G.W. and G.C. are supported in part by Deutsche Forschungsgemeinschaft (German Research Foundation) Project ID 424778381 TRR 295.

Scripts

All scripts are programmed in the python language using the following modules:

• matplotlib with Tex fontsetting enabled (via luaLaTex)
• numpy
• scipy
• matplotlib
• meet, obtainable at https://github.com/neurophysics/meet

In the scripts folder, the shell script RunAll.sh can be run to produce all the figures and results (uncomment lines as needed).

Scripts were run under a GNU/Linux operating system and no warranty nor support can be given for other OSs.

Data

The data is encrypted, and access will be granted by the authors upon reasonable request to the corresponding author gunnar.waterstraat@charite.de.

Decryption of the data is achieved by running and entering the password obtained from the corresponding author:

openssl enc -d -aes-256-cbc -md sha512 -iter 100000 -pbkdf2 -salt -in "data.tar.gz" | tar xz

License

Copyright (c) 2018-2021 Gunnar Waterstraat, Rainer Körber, Jan-Hendrik Storm, and Gabriel Curio

Scripts

The scripts are made available under the MIT license.

Independent of the legal restrictions imposed by this license, if this software is used for an acadademic publication we would acknowledge appropriate referencing to this work. This can be done by citing the article that is based on this data (https://doi.org/10.1073/pnas.2017401118) and/or this site.

Data

All rights reserved. Access to the data will be granted by the authors upon reasonable request by the corresponding author gunnar.waterstraat@charite.de. This explicitly includes requests to reproduce and verify the results of the study. Details will be settled in an individual data sharing agreement.