It can be treated as a normalized radial basis neural networks in which there is a hidden neuron centered at every training case.
The picture was different concerning the responses to sucrose and peptone, which in the brainstem (Figure 3A) induced a peak of Fos immunoreactive neurons centered around Bregma – 7.5 mm.
Then, after presentation of the saccade target, the animals were required to make a single saccade to target with landing position within a small window (up to 0.6° half-width, across all recorded neurons) centered on the target position.
For each neuron the center of mass (COM) of inhibition (COMIPSC, filled diamond), COM of dendritic field (COMDEND, filled square) and the isocontour of 50% inhibition (IS0IPSC, colored line) were calculated.
We assay three neural cell types in dfmr1 null mutants, including motor neurons, circadian clock neurons, and the learning and memory center neurons, and show in each case that minocycline treatment effectively restores synaptic connectivity architecture towards that of wild type.
We assume both distributions to be Gaussian and combine them in a Gaussian probability distribution, localized in the middle between the neuron and the center of the column.
Hence, for a given input pattern, only neurons whose centers are close to the input pattern will produce non-zero activation values to the input stimulus.
To obtain more and purer neurons, the centers of the clusters containing undifferentiated ES cells were removed with a glass capillary, and the rest of the clusters were cultured for seven days in NSCM.
The radial basis function for a neuron has a center and a radius (spread).
Existing RBF networks in literature are applied to static applications and also faces challenges such as increased model size, neuron removal, improper center selection etc leading to erroneous output.
