Experimental Data from Sheikhattar et al. (2018) Extracting neuronal functional network dynamics via adaptive Granger causality analysis, Proceedings of the National Academy of Sciences (PNAS), 2018 (www.pnas.org/cgi/doi/10.1073/pnas.1718154115)
| dc.contributor.author | Babadi, Behtash | |
| dc.date.accessioned | 2018-03-29T22:26:20Z | |
| dc.date.available | 2018-03-29T22:26:20Z | |
| dc.date.issued | 2018-03 | |
| dc.description | The deposited data sets contain: 1) Simulated spike trains from a network of interacting neurons 2) Two-photon calcium imaging data from the mouse auditory cortex (Kanold Lab, UMD) 3) Single-unit spike data from the ferret auditory and prefrontal cortices (Neural Systems Lab, UMD) Please refer to readme.txt for further details. These data are used in the following article: A. Sheikhattar, S. Miran, J. Liu, J. B. Fritz, S. A. Shamma, P. O. Kanold, and B. Babadi (2018). Extracting neuronal functional network dynamics via adaptive Granger causality analysis, Proceedings of the National Academy of Sciences (PNAS), 2018 (www.pnas.org/cgi/doi/10.1073/pnas.1718154115) and are disseminated for public use in the spirit of easing reproducibility. The MATLAB implementation of the algorithms used in this work are deposited on Github at https://github.com/Arsha89/AGC Analysis. | en_US |
| dc.description.uri | https://doi.org/10.1073/pnas.1718154115 | |
| dc.identifier | https://doi.org/10.13016/M26D5PC93 | |
| dc.identifier.uri | http://hdl.handle.net/1903/20546 | |
| dc.language.iso | en_US | en_US |
| dc.relation.isAvailableAt | A. James Clark School of Engineering | en_us |
| dc.relation.isAvailableAt | Electrical & Computer Engineering | en_us |
| dc.relation.isAvailableAt | Digital Repository at the University of Maryland | en_us |
| dc.relation.isAvailableAt | University of Maryland (College Park, MD) | en_us |
| dc.title | Experimental Data from Sheikhattar et al. (2018) Extracting neuronal functional network dynamics via adaptive Granger causality analysis, Proceedings of the National Academy of Sciences (PNAS), 2018 (www.pnas.org/cgi/doi/10.1073/pnas.1718154115) | en_US |
| dc.type | Dataset | en_US |
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- DataSim_OriginalRun.csv
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- 8 B
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- Description:
- Simulated data
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- DataSim_OriginalRun.mat
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- Description:
- Simulated data
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- FluorescenceTraces_2Pdata_cell.csv
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- 6.8 MB
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- Microsoft Excel
- Description:
- Two-photon imaging data
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- FluorescenceTraces_2Pdata_neuropil.csv
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- 6.82 MB
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- Microsoft Excel
- Description:
- Two-photon imaging data
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- Name:
- SpikesInferred_Foopsi.csv
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- 1.53 MB
- Format:
- Microsoft Excel
- Description:
- Inferred spike data