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Image Processing and Neural Networks Lab
Image Processing and Neural Networks Lab
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| Details for NuMap7.06 Purpose:
Designs and applies neural and conventional regression/approximation networks. Operating
Systems: Windows 2000 and
xp Pre-processing
options and utilities:
Sizing, feature selection, and KL transformation. Networks:
MLP, functional link net, piecewise linear network (PLN). Clustering
networks included:
Self-organizing map, K-means clustering. Unique
features: Many options
include real-time graphics. Training speed is considerably faster and error is
smaller than that available elsewhere. Feature selection (subsetting) is
approximately optimal. Freeware limitations: MLP has 10 or fewer hidden units, PLN has 10 or fewer clusters. |
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