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From these decoding, cross-validation and correction procedures, more reliable estimates of the true probabilities are obtained for calculating the multiple cell information measure (Rolls et al. 1997).
The information conveyed by the firing rates was then quantified according to the single and multiple cell information measures, which is presented in Fig. 11.
When tested with the scrambled faces, performance was at chance, 12.5 % correct, with 0.0 bits of multiple cell information using the 5 best cells for each class.
A multiple cell information measure indicated how much information about every stimulus was conveyed by the firing rates of small populations of neurons and was used to ensure that all stimuli had some neurons conveying information about them.
Rolls and Milward (2000) also introduced a multiple cell information measure used here, which has the advantage that it provides a measure of whether all stimuli are encoded by different neurons in the network.
The multiple cell information measure of Fig. 11b shows that of these trained output neurons, some have become responsive to each of the stimuli, such that both stimuli are represented.
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The user interface has been designed to allow further mining of the output (Fig. 1) to display information from the multiple cell types and links to external data.
MPS uses information at multiple cell locations including morphometric attributes at a target mapping cell, i.e. digital elevation model (DEM) derivatives, and non-morphometric attributes, i.e. landforms at the neighboring cells, to determine the landform.
Here we have demonstrated the use of ptychography for prolonged time-lapse imaging of multiple cell types in co-cultured environments, revealing behavioural and phenotypic information of microglia.
It has also been recognized that to interrogate function of genetic information, comprehensively systematic profiling of the epigenome in multiple cell stages and types is required.
NIH stem cell information.
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multiple binding information
multiple context information
multiple locality information
multiple hospital information
multiple chemical information
multiple sequence information
multiple side information
multiple modality information
multiple cell layer
multiple cell balance
multiple cell size
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multiple sensitivity information
multiple cell phone
multiple waveform information
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