A Brief History of Excitable Map-Based Neurons and Neural Networks

Autor:	Girardi-Schappo, M., Tragtenberg, M. H. R., Kinouchi, O.
Rok vydání:	2013
Předmět:	Quantitative Biology - Neurons and Cognition Condensed Matter - Disordered Systems and Neural Networks Nonlinear Sciences - Chaotic Dynamics
Zdroj:	Journal of Neuroscience Methods, Volume 220, Issue 2, 15 November 2013, Pages 116-130
Druh dokumentu:	Working Paper
DOI:	10.1016/j.jneumeth.2013.07.014
Popis:	This review gives a short historical account of the excitable maps approach for modeling neurons and neuronal networks. Some early models, due to Pasemann (1993), Chialvo (1995) and Kinouchi and Tragtenberg (1996), are compared with more recent proposals by Rulkov (2002) and Izhikevich (2003). We also review map-based schemes for electrical and chemical synapses and some recent findings as critical avalanches in map-based neural networks. We conclude with suggestions for further work in this area like more efficient maps, compartmental modeling and close dynamical comparison with conductance-based models. Comment: 53 pages, 13 figures, submitted to Journal of Neuroscience Methods
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/1303.0256 Zobrazit plný text záznamu View this record from Arxiv