E
Eugene M. Izhikevich
Researcher at The Neurosciences Institute
Publications - 95
Citations - 23816
Eugene M. Izhikevich is an academic researcher from The Neurosciences Institute. The author has contributed to research in topics: Spiking neural network & Neuromorphic engineering. The author has an hindex of 51, co-authored 95 publications receiving 21723 citations. Previous affiliations of Eugene M. Izhikevich include Qualcomm & Arizona State University.
Papers
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Journal ArticleDOI
Simple model of spiking neurons
TL;DR: A model is presented that reproduces spiking and bursting behavior of known types of cortical neurons and combines the biologically plausibility of Hodgkin-Huxley-type dynamics and the computational efficiency of integrate-and-fire neurons.
Book
Dynamical Systems in Neuroscience
TL;DR: This book explains the relationship of electrophysiology, nonlinear dynamics, and the computational properties of neurons, with each concept presented in terms of both neuroscience and mathematics and illustrated using geometrical intuition, providing a link between the two disciplines.
Journal ArticleDOI
Which model to use for cortical spiking neurons
TL;DR: The biological plausibility and computational efficiency of some of the most useful models of spiking and bursting neurons are discussed and their applicability to large-scale simulations of cortical neural networks is compared.
Journal ArticleDOI
Neural excitability, spiking and bursting
TL;DR: The phenomenon of neural bursting is described, and geometric bifurcation theory is used to extend the existing classification of bursters, including many new types, and it is shown that different bursters can interact, synchronize and process information differently.
Journal ArticleDOI
Polychronization: Computation with Spikes
TL;DR: A minimal spiking network that can polychronize, that is, exhibit reproducible time-locked but not synchronous firing patterns with millisecond precision, as in synfire braids is presented.