Digital Signal and Image Processing Using Neural Networks
Hakimjon ZaynidinovTashkent University of Information Technologies,Department of Artificial intelligence,Tashkent,UzbekistanJavohir NurmurodovTashkent University of Information Technologies,Department of Artificial intelligence,Tashkent,UzbekistanSirojiddin QobilovTashkent University of Information Technologies,Department of Artificial intelligence,Tashkent,Uzbekistan
2023en
ABI
Аннотация
The use of neural networks for the processing of one- and two-dimensional data is examined in this research. The activating function being crucial to network performance, is frequently disregarded. This function is typically one of the non-adaptive functions. Adaptive sigmoid or ReLU functions are frequently employed but they have drawbacks as they alter the overall outcomes when data from a single, small area is adapted. Using flexible quadratic B-spline functions with free nodes is suggested in this study.
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