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By separating these time scales and studying the bifurcation structure of the neuron, we catalog several qualitatively different bursting profiles that are strikingly similar to those seen in experimental preparations.
Fig. 3 Structure of the neuron and synapse and schematic of the synaptic junction between the presynaptic neuron and postsynaptic neuron.
Furthermore, we see that the underlying bifurcation structure of the neuron, which characterizes its quiescence-to-spiking transition, can also influence the effectiveness of the action-time profile combination.
The selection of the transfer function and the number of inputs will define the structure of the neuron; the process of choosing weights and bias to generate the right output is called the training of the neuron.
To this end, I describe below how we can take "the neuron's point of view" by determining a probability distribution of potential states of the external world conditional only on information held within the biophysical structure of the neuron.
At a biochemical level, physical activity and exercise augment the synthesis of brain-derived neurotrophic factor, also known as BDNF, which enhances brain plasticity by changing the structure of the neuron and strengthening its signalling capability [ 42, 43].
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As opposed to Ca2+, [Na+]i dynamics are strongly affected by longitudinal diffusion, and therefore they are governed by the morphological structure of the neurons, in addition to the localization of influx and efflux mechanisms.
The robustness or otherwise of such cycles depends both on the coupling structure and the internal structure of the neurons.
Rather, because the prestimulus activity can be predictive of the animals' behavioral judgment, what we observe may result from correlations in the activity structure of the neurons that contribute to the perceptual decision [ 41, 42].
As our focus is on the connection structure of the neuronal network, we keep the neuron positions invariant.
The ultra-structure of the neurons from the substantia nigra of nanocomposite-exposed group was similar to those receiving only normal saline.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com