Title
The Brain Dynamics Toolbox for Matlab.
Abstract
Nonlinear dynamical systems are increasingly informing both theoretical and empirical branches of neuroscience. The Brain Dynamics Toolbox provides an interactive simulation platform for exploring such systems in Matlab. It supports the major classes of differential equations that arise in computational neuroscience: Ordinary Differential Equations, Delay Differential Equations and Stochastic Differential Equations. The design of the graphical interface fosters intuitive exploration of the dynamics while still supporting scripted parameter explorations and large-scale simulations. Although the toolbox is intended for dynamical models in computational neuroscience, it can be applied to dynamical systems from any domain.
Year
DOI
Venue
2018
10.1016/j.neucom.2018.06.026
Neurocomputing
Keywords
Field
DocType
Initial-value problems,Differential equations,Numerical integration,Visualization,Brain dynamics
Computational neuroscience,Differential equation,MATLAB,Ordinary differential equation,Matrix (mathematics),Computer science,Algorithm,Stochastic differential equation,Computational science,Dynamical systems theory,Delay differential equation,Genetics
Journal
Volume
ISSN
Citations 
315
0925-2312
2
PageRank 
References 
Authors
0.36
3
3
Name
Order
Citations
PageRank
Stewart Heitmann192.25
Matthew J. Aburn220.36
Michael Breakspear380754.18