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Dynamical neuroscience describes the non-linear dynamics at many levels of the brain from single neural cells [3] to cognitive processes, sleep states and the behavior of neurons in large-scale neuronal simulation. [4] Neurons have been modeled as nonlinear systems for decades, but dynamical systems are not constrained to neurons. Dynamical ...
Research at SWC is focused on systems neuroscience. SWC’s mission is to understand how neural circuits produce flexible, complex behaviours. [5] The Centre comprises 14 research groups, made up of postdoctoral researchers, PhD students, research assistants, and some Master’s students. They are led by the following experimental neuroscientists:
Bard Ermentrout is known for his contributions to computational and mathematical neuroscience. His joint work with Nancy Kopell derived the Ermentrout and Kopell canonical model, [4] He and David Terman wrote the book Mathematical Foundations of Neuroscience. [5] He helped to develop the dynamical systems software XPPAuto. [6]
J. A. Scott Kelso (born 1947 in Derry, Northern Ireland) is an American neuroscientist, and Professor of Complex Systems and Brain Sciences, Professor of Psychology, Biological Sciences and Biomedical Science at Florida Atlantic University (FAU) in Boca Raton, Florida and The University of Ulster (Magee Campus) in Derry, N. Ireland.
Systems neuroscience has three major branches in relation to measuring the brain: behavioral neuroscience, computational modeling, and brain activity. Through these three branches, it breaks down the core concepts of systems neuroscience and provides valuable information about how the functional systems of an organism interact independently and ...
Dynamical systems deals with the study of the solutions to the equations of motion of systems that are primarily mechanical in nature; although this includes both planetary orbits as well as the behaviour of electronic circuits and the solutions to partial differential equations that arise in biology.
These theories are staunchly anti-computational and anti-representational. Dynamical systems are defined as systems that change over time in accordance with a mathematical equation. Dynamical systems theory claims that human cognition is a dynamical model in the same sense computationalists claim that the human mind is a computer. [55]
Dynamicism, also termed dynamic cognition, is an approach in cognitive science popularized by the work of philosopher Tim van Gelder. [ 1 ] [ 2 ] It argues that differential equations and dynamical systems are more suited to modeling cognition rather than the commonly used ideas of symbolicism , connectionism , or traditional computer models.