- FY2014
- Technology Development
Computational frameworks for multi-scale models using structural and functional brain map data
Principal Investigator
![銅谷 賢治](/libs/img/8c23d50f1efe3215006e9943d7c09d82-150x150.jpg)
Kenji Doya
Neural Computation Unit,
Okinawa Institute of Science and Technology Graduate University
We will develop computational frameworks for constructing multi-scale neural models that link cellular and network dynamics to behavioral and cognitive functions by utilizing large-scale anatomical and physiological data sets. Specific targets are the following: 1) Estimation of cellular and synaptic parameters from connectome, imaging, and electrode recording data. 2) Automated reduction of conductance-based models to integrate-and-fire models, and spiking neural network models to population firing rate models. 3) Application and validation of the above methods with the data being produced by the Brain/MINDS project.
Lab Website:
https://groups.oist.jp/ncu