With the Kohonen network clustering in neural network employed, the degree of relationship of the universal joint axle of the rolling mill was input to Kohonen network as the training sample, studied and clustered by the network to generate different clustering centers according to the different depth and different degree of relationship among the cracks.

Exact agricultural crops identification and planting area measure depend on not only classifiers but also training samples imported into classifiers.

Typical fault characteristics are selected as training samples and GA is used to optimize the structure and original weight distribution of BP networks.

Studies on the purification of training samples in supervised classification by mode filtering;

A purified algorithm for training samples based on local automatic searching and spectral matching technique is presented.

In this paper, using orthogonal experiment method, taking three layers feed forward neural network as a example, problem of choosing training samples, weights and bias, training parameter of neural network is analyzed and studied.

Considering the lack of practical and uniform basic contents for surgical resident training,the paper proposes five basic training strategies and discusses their role in training surgical residents.

Firstly,the fundamental phenomenological outlook of Husserl is interpreted as the basic training of phenomenology.

The thesis states in detail the basic training methods of listening in music from these five sections: scale exercises and singing mode, monosyllabic structure singing and tone of perception, intervals and chords of perception, rhythm of perception and melody of perception.