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Background input simulates random firing from regions uninvolved in the task.
This activity can be induced by random fluctuations in the surrounding background input.
If the ObsIDs of input background observations are mismatched to input source observations, background input will be ignored.
To simulate non-task-related (background) input, each neuron additionally received a common set of spike inputs from a single Poisson distribution at a set rate.
Interestingly, this rule also maximized signal propagation in the presence of network-wide correlations, suggesting a mechanism by which cortex could deal with common random background input.
Here the learning rate was used by the Rescorla-Wagner rule used to provide inputs to the BAM and the inverse temperature value was used to scale the magnitude of the background input to the BAM (see above).
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1. BgGen.hoc : File for generating background inputs.
NB: Exposure maps do not work with predetermined background inputs, or with the convolution option.
The increase in pyramidal cell excitability increases the rate of input integration due to these recurrent connections which amplifies both the effects of noisy background inputs prior to the onset of the stimulus and the effective strength of stimulus inputs (cf. Fig. 2).
The total mass of Ag added to the AgNP and Ag+ SBRs, not including background inputs from effluent, was 12.7 mg and 6.4 mg, respectively.
It has shown that several different dynamical regions for the spontaneous network activity generated by Poisson background inputs can be identified [6].
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