Building functional networks of spiking model neurons

Building functional networks of spiking model neurons. Abbott, L F, DePasquale, B., & Memmesheimer, R. Nature Neuroscience, 19(3):350–355, March, 2016.

Paper doi abstract bibtex

Most of the networks used by computer scientists and many of those studied by modelers in neuroscience represent unit activities as continuous variables. Neurons, however, communicate primarily through discontinuous spiking. We review methods for transferring our ability to construct interesting networks that perform relevant tasks from the artificial continuous domain to more realistic spiking network models. These methods raise a number of issues that warrant further theoretical and experimental study.

@article{abbott_building_2016,
	title = {Building functional networks of spiking model neurons},
	volume = {19},
	issn = {1097-6256, 1546-1726},
	url = {http://www.nature.com/articles/nn.4241},
	doi = {10.1038/nn.4241},
	abstract = {Most of the networks used by computer scientists and many of those studied by modelers in neuroscience represent unit activities as continuous variables. Neurons, however, communicate primarily through discontinuous spiking. We review methods for transferring our ability to construct interesting networks that perform relevant tasks from the artificial continuous domain to more realistic spiking network models. These methods raise a number of issues that warrant further theoretical and experimental study.},
	language = {en},
	number = {3},
	urldate = {2019-09-28},
	journal = {Nature Neuroscience},
	author = {Abbott, L F and DePasquale, Brian and Memmesheimer, Raoul-Martin},
	month = mar,
	year = {2016},
	pages = {350--355}
}

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