Exact(10)
The most influential parameters are the background input B and the local connection (w_{EI}).
The background input B and the coupling parameter (w_{EI}) are varied.
In addition to the background input, neurons from selective populations receive specific external input that accounts for information about stimuli (see Figure 1).
To simulate the background input from other brain regions, every neuron in the network receives 800 excitatory connections from external neurons, each of which fires according to an independent Poisson process with rate 3 Hz.
In addition, IMMISnet can prepare all the background input data for microscale street canyon models.
Those false positives were successfully removed by differential motif analysis between target sequences and the background INPUT sequences.
Similar(50)
During the first (pre-stimulus) stage, spanning from 0 to 500 ms, every neuron in the network received only the baseline background input.
To identify axis protein enriched regions (peaks), the observed sequence read tag density along the chromosome was normalized against the measured background (Input DNA).
Also, a constant background signal of 0.2 was provided via one third of MFs to simulate the vast background input from more than 100,000 synaptic contacts in vivo.
In order to interpret the phenomena and exhibit how the dynamical states of recurrent neural networks are affected by a given external background input, the background neural network model was proposed in Salinas [27].
For this reason, we have constructed in the present study a simpler network module consisting of local L5 excitatory microcircuit, realistically connected, while simplifying the contribution of the larger network by assuming stochastic background input with reasonable excitatory and inhibitory background synapses, which reproduces the experimentally observed spontaneous firing in TTCs.
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