1) mathematical model of neurons 神经元数学模型2) neuron models 神经元模型 例句>> 3) neuron model 神经元模型 1. In this paper,the responses of FitzHugh-Nagumo(FN) neuron model,which is stimulated by additive Gaussian white noise and weak sinusoidal signal,is investigated via numerical ...
The HH equations (2.3) are often called a physiological model, whereas the models appeared in the following sections are simplified models or abstract models. However, there is no model in which any simplifications or abstractions have not been made. Of course, many features of real neurons are...
Mathematical Models of Neuromodulation and Implications for Neurology and PsychiatryWe use mathematical modeling to study how the electrophysiology and the pharmacology of the brain affect each other and brain function. Necessarily, this involves understanding volume transmission by which neurons in a brain...
A mathematical treatment of the neurological models and neural signal theories is formally described covering neural signal generation, pulse frequency modulation, and the multiplexer/demultiplexer for neural signal transmissions. Formal models of association, sensory, and motor neurons are established that ...
A hypothetical mechanism of the neural network in the cortex is presented which produces the learning ability from the plasticities. Single neurons' behavior and the synaptic plasticities are formulated according to physiological data. Based on the formulations, a computational model of the cerebral ...
Behind these breakthroughs lies a technique called deep learning. On acomputerone builds aneural network—essentially a crude mathematical model of a brain, with many interconnected neurons. At first, the network's output is useless. But over time (from hours to even weeks or months), the netw...
Synchronization and complex dynamics in pulse-coupled circuit models of neurons A8710 General, theoretical, and mathematical biophysics C1290L Systems theory applications in biology and medicine C1220 Simulation, modelling and identification... TL Carroll - 《Biological Cybernetics》 被引量: 41发表: 199...
The availability of multisite electrophysiological signals recorded under well described experimental conditions offers the opportunity to develop detailed biophysical models of specific networks of neurons. The resulting computer simulations can then be used to interpret the experimental data in terms of ...
Here I will present an overview of these techniques. Time permitting I will also present recent results on next generation neural field models obtained via a mean field reduction from networks of nonlinear integrate-and-fire neurons. 展开 年份: 2015 ...