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The architecture is based on the well known ART developed by Carpenter and Grossberg, and a major modification (selective output signaling) is provided in order to deal with the inherent sparsity in the full space of the data points from many data-mining applications.
This selective output signaling mechanism allows the signal generated in a node in the input layer to be transmitted to a node in the clustering layer only when the signal is similar to the top-down weight between the two nodes and, hence, PART focuses on dimensions where information can be found.
The most selective output neurons of VisNet and HMAX were identified as those with the highest mean firing rate to all transforms of an object relative to the firing rates across all transforms of all objects and a high corresponding stimulus-specific information value for that class.
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In summary, the spatial organization of SAC SAC inhibition and SAC DSGC inhibition work together to generate a direction-selective output from the retina.
These tracts have a highly divergent and non-selective output, making it likely that they control gross hand movements rather than the fine and relatively independent finger movements, which have been the focus of much previous work.
Using the orientation-selective outputs obtained from the multichip system, a real-time texture segregation was conducted based on a computational model inspired by psychophysics and neurophysiology.
Thus, these features enable production of a range of selective color output by selecting different lanthanide dopants or using their combinations.
Coefficient of determination analysis of the obtained results correlation selective network output indicates that depth, total nitrogen, total phosphorus and chlorophyll a are the most sensitive input parameters of this network, respectively.
First, an open-sourced database such as the JCID is potentially biased in that it is based on selective media output, where researchers are unable to control what information is available compared to information that may have been kept out of the public sphere.
We show an EDFA design with 811 µmode-arearea, 0.014 dB bending loss for 10 mm diameter loop at 1530 nm wavelength and highly selective single-mode output.
This selective virtual electrode output can be analyzed and interpreted in different ways.
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