论文信息 - Classification of Multi-Spectral Pixels by the Binary Diamond Neural Network

Classification of Multi-Spectral Pixels by the Binary Diamond Neural Network

A new neural network, the Binary Diamond, is presented and its use as a classifier is demonstrated and evaluated. The network is of the feed-forward type. It learns from examples in the 'one shot' mode, and recruits new neurons as needed. It was tested on the problem of pixel classification, and performed well. Possible applications of the network in associative memories are outlined.

Yehuda Salu

[1] Yehuda Salu,et al. Classification of multispectral image data by the binary diamond neural network and by nonparametric, pixel-by-pixel methods , 1993, IEEE Trans. Geosci. Remote. Sens..