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Shape, connectedness and dynamics in neuronal networks
(Elsevier BVAmsterdam, 2013-11)
The morphology of neurons is directly related to several aspects of the nervous system, including its connectedness, health, development, evolution, dynamics and, ultimately, behavior. Such interplays of the neuronal ...
Synchronization of stochastic mean field networks of Hodgkin–Huxley neurons with noisy channels
(Springer Verlag, 2019)
In this work we are interested in a mathematical model of the collective behavior of a fully connected network of finitely many neurons, when their number and when time go to infinity. We assume that every neuron follows ...
Efficiency characterization of a large neuronal network: A causal information approach
(Elsevier Science, 2014-05)
When inhibitory neurons constitute about 40% of neurons they could have an important antinociceptive role, as they would easily regulate the level of activity of other neurons. We consider a simple network of cortical ...
Complex patterns in networks of hyperexcitable neurons
(Elsevier Science, 2016-06-20)
Complex patterns in neuronal networks emerge from the cooperative activity of the participating neurons, synaptic connectivity and network topology. Several neuron types exhibit complex intrinsic dynamics due to the presence ...
Spatiotemporal response of neuronal networks to time-dependent spectral features
(American Institute of Physics (AIP), 2007-12)
In this work, we analyze the behavior of a neuronal network when it is stimulated by a synaptic train current with variable frequency. Using the fact that resonat (type II) neurons have a preferred input frequency, we ...
Neurogenic hypertension and the secrets of respiration
(Amer Physiological Soc, 2017-06-01)
Despite recent advances in the knowledge of the neural control of cardiovascular function, the cause of sympathetic overactivity in neurogenic hypertension remains unknown. Studies from our laboratory point out that rats ...
FUZZY GRAPHS IN FUZZY NEURAL NETWORKS
(Universidad Católica del Norte, Departamento de Matemáticas, 2009)
Electrophysiological properties of rostral ventrolateral medulla presympathetic neurons modulated by the respiratory network in rats
(2013)
The respiratory pattern generator modulates the sympathetic outflow, the strength of which is enhanced by challenges produced by hypoxia. This coupling is due to the respiratory-modulated presympathetic neurons in the ...
Implementing a convolution neural network for recognizing poses in images of facesImplementación de una red neuronal de convolución para el reconocimiento de poses en imágenes de rostros
(USFQ PRESS, departamento editorial de la Universidad San Francisco de Quito USFQ, 2014)