Номер документа в системі: | 125081 |
Автор: | Yevgeniy Bodyanskiy, Vitaliy Kolodyazhniy, Irina Pliss, Olena Vynokurova |
Назва документа: | Learning wavelet neuron based on the rasp-function |
УДК | 004.93 |
Мова документу | Російська |
Аннотація | In the paper, an optimal online learning algorithm of a wavelet neuron based on the RASP wavelet is proposed. The algorithm provides not only the tuning of synaptic weights in
real time, but also the tuning of dilation and translation factors of daughter wavelets. The algorithm has both the tracking and smoothing properties, so the wavelet neuron trained with this algorithm can be efficiently used both individually and as a part of artificial neural networks for prediction of various nonlinear time series. |
Кількість сторінок | С. 118-121. |