79 citations · 97 across the 12 of their papers we have counts for
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cs.NE2025
Predator-Prey Model: Driven Hunt for Accelerated Grokking
I. A. Lopatin, S. V. Kozyrev, A. N. Pechen
A machine learning method is proposed using two agents (representing two coupled replicas of the model parameters) that simulate the biological behavior of a predator and a prey. I…
cs.NE2012
Classification by Ensembles of Neural Networks
S. V. Kozyrev
We introduce a new procedure for training of artificial neural networks by using the approximation of an objective function by arithmetic mean of an ensemble of selected randomly g…