Overview

The official guide to the Brain Dynamics Toolbox. The Brain Dynamics Toolbox is open-source matlab software for simulating dynamical systems in neuroscience. Specifically, initial-value problems in systems of Ordinary Differential Equations (ODEs), Delay Differential Equations (DDEs), Stochastic Differential Equations (SDEs) and Partial Differential Equations (PDEs). Users define their system of equations as a custom function. Interchangeable solvers and graphical plotting tools can then be applied to that system with no additional programming effort. The graphical interface allows the dynamics to be explored interactively, while the command-line tools allow large-scale simulations to be scripted. This book is for researchers and students who wish to use the toolbox to simulate their own dynamical models in matlab. It describes how to program the dynamical equations and run them using both the graphical interface and the command-line tools. The source code for the finished model can be disseminated independently of the toolbox. Dr Stewart Heitmann is a Senior Staff Scientist at the Victor Chang Cardiac Research Institute. He uses computer simulations of cardiac cell electrophysiology to study the genesis of arrhythmias in the heart. Professor Michael Breakspear is Head of the Systems Neuroscience Group at the University of Newcastle, Australia. He studies the principles of adaptive large-scale brain dynamics in health, and the impact of their disturbance in brain disorders.

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Reviews

First Prize Winner, Dynamical Systems 2018 Software Contest. Society for Industrial and Applied Mathematics (SIAM), Postdoc / Junior Faculty Category Honourable Mention, Dynamical Systems 2019 Software Tutorials Contest. Society for Industrial and Applied Mathematics (SIAM), Postdoc / Junior Faculty Category ""A fantastic (and open) resource for all interested in simulating dynamical systems in neuroscience"". Prof Olaf Sporns, Co-director of the Indiana University Network Science Institute. ""This easy-to-use toolbox has greatly enhanced the modelling work we do in our lab"". Prof Alex Fornito, Co-director of the Brain & Mental Health Research Hub, Monash University. ""Frees students of the implementation burden and allows me to teach the dynamical concepts"". Dr Ben D Fulcher, Senior Lecturer in the School of Physics, The University of Sydney. ""An intuitive and insightful platform for modelling any dynamical system"". Dr Darragh Walsh, Postdoctoral Researcher at DCU Insight. ""A great way to get into modeling and understanding the dynamics you thought you understood!"". Dr Fran Hancock, Postdoctoral Researcher, Kings College London. ""Very intuitive way of understanding dynamical systems and exploring bifurcations"". Caglar Cakan, PhD student, Neural Information Processing Group, Technische Universitat Berlin.

Author Information

Dr Stewart Heitmann is a Senior Staff Scientist at the Victor Chang Cardiac Research Institute. He uses computer simulations of cardiac cell electrophysiology to study the genesis of arrhythmias in the heart. Professor Michael Breakspear is Head of the Systems Neuroscience Group at the University of Newcastle, Australia. He studies the principles of adaptive large-scale brain dynamics in health, and the impact of their disturbance in brain disorders.

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