3 papers
cs.NE2025
Neural networks with image recognition by pairs
Polad Geidarov
Neural networks based on metric recognition methods have a strictly determined architecture. Number of neurons, connections, as well as weights and thresholds values are calculated…
cs.LG2025
A comparative analysis of a neural network with calculated weights and a neural network with random generation of weights based on the training dataset size
Polad Geidarov
The paper discusses the capabilities of multilayer perceptron neural networks implementing metric recognition methods, for which the values of the weights are calculated analytical…
cs.CV2025
Analytical Calculation of Weights Convolutional Neural Network
Polad Geidarov
This paper presents an algorithm for analytically calculating the weights and thresholds of convolutional neural networks (CNNs) without using standard training procedures. The alg…