Published November 1, 2021
| Version v0.0.2
Software
Open
MSA: A compact Python package for Multiperturbation Shapley value Analysis.
Description
A Game theoretical approach for calculating the contribution of each element of a system (traditionally, the brain or network models of it) to a system-wide description of the system. The classic neuroscience example: How much each brain region is causally relevant to an arbitrary cognitive function.
Files
kuffmode/msa-v0.0.2.zip
Files
(1.7 MB)
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md5:c3cbdc3432f4fb96a6d5ca4c5495a5ce
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Additional details
Related works
- Is supplement to
- https://github.com/kuffmode/msa/tree/v0.0.2 (URL)
References
- Keinan, Alon, Claus C. Hilgetag, Isaac Meilijson, and Eytan Ruppin. 2004. "Causal Localization of Neural Function: The Shapley Value Method." Neurocomputing 58-60 (June): 215–22.
- Keinan, Alon, Ben Sandbank, Claus C. Hilgetag, Isaac Meilijson, and Eytan Ruppin. 2006. "Axiomatic Scalable Neurocontroller Analysis via the Shapley Value." Artificial Life 12 (3): 333–52.