Analysis to detecting methods of analogue based on variable threshold value neuron

In this paper, piecewise linearization and piecewise variable slope are used to train the detecting methods of non-linear analogue based on variable threshold neuron. The relationship between two training methods is given. The training method of piecewise variable slope can calibrate the detecting curve from the training method of piecewise linearization at the sampled-data feature, which improves the detecting precision and detecting resolution. The simulation result above-mentioned are provided.