Are biological neurons that vicious ? Or only their models ?
T. Vieville, B. Cessac
TL;DR
This paper questions whether biological neurons are inherently vicious or if this is a feature of their models, referencing previous work on neural network dynamics.
Contribution
It clarifies the distinction between biological neuron behavior and model assumptions, emphasizing the importance of accurate modeling.
Findings
Biological neurons are not inherently vicious.
Modeling assumptions can introduce vicious behaviors.
Previous work supports the distinction between biological and modeled neurons.
Abstract
This paper has been withdrawn. Its main conclusions have been published in "On dynamics of integrate-and-fi re neural networks with conductance based synapses", arXiv:0709.4370 and http://www.frontiersin.org/computational_neuroscience/10.3389/neuro.10/002.2008/abstract
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Taxonomy
TopicsNeural dynamics and brain function · Advanced Memory and Neural Computing · stochastic dynamics and bifurcation