Column Assignments used in SigmaPlot Program | |
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Columns 1–4, Rows 1-N (# of neurons in data set) Each neuron’s # corresponds to the row# it is located in |
Neuron information: date, neuron channel#, location & etc. |
Columns 5,18, & 28 | Low # rows used for intermediate calculations |
Columns 6–13, rows 1–49 | Contains sorted neuron#s assigned to each of the 7 clusters and col#13 is for neurons that don’t fit well with any of the clusters |
Columns 6–13, rows 50–55 | Cluster summary results for each of the 7 clusters: mean (vector distance of neurons in the cluster), SD, minimum, maximum, mean+2SDs, and number of neurons in cluster. |
Columns 16 and 17 (N rows) | Minimum vector distance of neuron vector to one of the centroids determines the cluster# it is assigned to (col. 17) |
Col 18, Row 1 | Overall average minimum error of each iteration |
Columns 20–26, 10 rows | Initial cluster vectors (n=7), or after 1st iteration, 7 vector centroids used for distance calculations |
Column 27, rows 1–10 | Plotting index 1–10 |
Column 29, rows 1–7 | Number of neurons in each cluster |
Columns 30–36, rows 1–10 | Updated centroids following iteration |
Columns 37 & 38 | Intermediate calculations for determining weighting factors |
Columns 40-(40+135=175), rows 1–10 N=135 neurons in this study |
Neuron contour vectors. |
Columns 180 −330 | After final iteration, for each cluster, assigned neuron vectors are placed in adjacent columns to facilitate plotting. An empty column separates each cluster data. |