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- W2783131313 abstract "Abstract A user ready, portable, documented software package, NFTsim , is presented to facilitate numerical simulations of a wide range of brain systems using continuum neural field modeling. NFTsim enables users to simulate key aspects of brain activity at multiple scales. At the microscopic scale, it incorporates characteristics of local interactions between cells, neurotransmitter effects, synaptodendritic delays and feedbacks. At the mesoscopic scale, it incorporates information about medium to large scale axonal ranges of fibers, which are essential to model dissipative wave transmission and to produce synchronous oscillations and associated cross-correlation patterns as observed in local field potential recordings of active tissue. At the scale of the whole brain, NFTsim allows for the inclusion of long range pathways, such as thalamocortical projections, when generating macroscopic activity fields. The multiscale nature of the neural activity produced by NFTsim has the potential to enable the modeling of resulting quantities measurable via various neuroimaging techniques. In this work, we give a comprehensive description of the design and implementation of the software. Due to its modularity and flexibility, NFTsim enables the systematic study of an unlimited number of neural systems with multiple neural populations under a unified framework and allows for direct comparison with analytic and experimental predictions. The code is written in C++ and bundled with Matlab routines for a rapid quantitative analysis and visualization of the outputs. The output of NFTsim is stored in plain text file enabling users to select from a broad range of tools for offline analysis. This software enables a wide and convenient use of powerful physiologically-based neural field approaches to brain modeling. NFTsim is distributed under the Apache 2.0 license." @default.
- W2783131313 created "2018-01-26" @default.
- W2783131313 creator A5007591985 @default.
- W2783131313 creator A5019695083 @default.
- W2783131313 creator A5051190290 @default.
- W2783131313 creator A5051848336 @default.
- W2783131313 creator A5057726462 @default.
- W2783131313 creator A5058447153 @default.
- W2783131313 creator A5068625765 @default.
- W2783131313 creator A5090284787 @default.
- W2783131313 date "2017-12-20" @default.
- W2783131313 modified "2023-09-27" @default.
- W2783131313 title "NFTsim: Theory and Simulation of Multiscale Neural Field Dynamics" @default.
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