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The influence of connectivity on the firing rate in a neuronal network with electrical and chemical synapses
(ELSEVIER SCIENCE BVAMSTERDAM, 2012-02-01)
We study the firing rate properties of a cellular automaton model for a neuronal network with chemical synapses. We propose a simple mechanism in which the nonlocal connections are included, through electrical and chemical ...
Membrane potential resonance in non-oscillatory neurons interacts with synaptic connectivity to produce network oscillations
(Springer, 2019-03-20)
Several neuron types have been shown to exhibit (subthreshold) membrane potential resonance (MPR), defined as the occurrence of a peak in their voltage amplitude response to oscillatory input currents at a preferred ...
Thermodynamic Formalism in Neuronal Dynamics and Spike Train Statistics
(MDPI, 2020)
The Thermodynamic Formalism provides a rigorous mathematical framework for studying quantitative and qualitative aspects of dynamical systems. At its core, there is a variational principle that corresponds, in its simplest ...
Optimization of neural classifiers based on bayesian decision boundaries and idle neurons pruning
(2002-12-01)
In this article we describe a feature extraction algorithm for pattern classification based on Bayesian Decision Boundaries and Pruning techniques. The proposed method is capable of optimizing MLP neural classifiers by ...
Temporal Information Processing and Stability Analysis of the MHSN Neuron Model in DDF
Implementation of a neuron like information processing structure at hardware level is a burning research problem. In this article, we analyze the modified hybrid spiking neuron model (the MHSN model) in distributed delay ...
Estructuras jerarquicas inducidas por estimulo externo en redes dinamicas coevolutivas
(Ciencia e Ingeniería, 2012)
From Synaptic Interactions to Collective Dynamics in Random Neuronal Networks Models: Critical Role of Eigenvectors and Transient Behavior
(M I T Press, 2020-02)
The study of neuronal interactions is at the center of several big collaborative neuroscience projects (including the Human Connectome Project, the Blue Brain Project, and the Brainome) that attempt to obtain a detailed ...
Phase-disorder-induced firing activity in excitable neuronal networks with attractive and repulsive coupling
(PERGAMON-ELSEVIER SCIENCE LTDOXFORD, 2012)
It has been revealed that the network of excitable neurons via attractive coupling can generate spikes under stimuli of subthreshold signals with disordered phases. In this paper, we explore the firing activity induced by ...