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Что (кто) такое integrate$39768$ - определение
WIKIMEDIA DISAMBIGUATION PAGE
Integrate; Integrated; Integrating; Intergration; Integration (disambiguation); Intergation
Exponential integrate-and-fire
.jpg?width=200 "Parameters of th exponential integrate-and-fire neuron can be extracted from experimental data.<ref name=\":11\" />")
SPIKING NEURON MODEL
Exponential Integrate-and-Fire
Exponential integrate-and-fire models are compact and computationally efficient nonlinear spiking neuron models with one or two variables. The exponential integrate-and-fire model was first proposed as a one-dimensional model.
Biological neuron model
.jpg?width=200 "A neuron is represented by an RC circuit with a threshold. Each input pulse (e.g. caused by a spike from a different neuron) causes a short current pulse. Voltage decays exponentially. If the threshold is reached an output spike is generated and the voltage is reset.")
![Comparing the [[artificial neural network]] (A), the biological neuron (B), and the HTM neuron (C).](https://commons.wikimedia.org/wiki/Special:FilePath/Neuron comparison.png?width=200 "Comparing the [[artificial neural network]] (A), the biological neuron (B), and the HTM neuron (C).")
.jpg?width=200 "Spike arrival causes postsynaptic potentials (red lines) which are summed. If the total voltage V reaches a threshold (dashed blue line) a spike is initiated (green) which also includes a spike-afterpotential. The threshold increases after each spike. Postsynaptic potentials are the response to incoming spikes while the spike-afterpotential is the response to outgoing spikes.")
.jpg?width=200 "doi = 10.1152/jn.00697.2004 }}</ref><ref name=\":13\" />")
MATHEMATICAL DESCRIPTION OF THE PROPERTIES OF CERTAIN CELLS IN THE NERVOUS SYSTEM THAT GENERATE SHARP ELECTRICAL POTENTIALS ACROSS THEIR CELL MEMBRANE, ROUGHLY ONE MILLISECOND IN DURATION
Integrate-and-fire model; Integrate and fire; Integrate-and-fire; Integrate and fire model; Neuron model; Biological neuron models; Spiking neuron model
Biological neuron models, also known as a spiking neuron models, are mathematical descriptions of the properties of certain cells in the nervous system that generate sharp electrical potentials across their cell membrane, roughly one millisecond in duration, called action potentials or spikes (Fig. 2).
Integration
·noun The act or process of making whole or entire.
II. Integration ·noun The operation of finding the primitive function which has a given function for its differential coefficient. ·see Integral.
III. Integration ·noun In the theory of evolution: The process by which the manifold is compacted into the relatively simple and permanent. It is supposed to alternate with differentiation as an agent in development.
