Institution of Russian Academy of Sciences 1

1. Brain tumor classification using deep convolutional neural networks
2. Detection of surface defects in welded joints during visual inspections using machine vision methods
3. Determination of the orbital angular momentum state of a radio wave beam based on quantitative characteristics of a radio communication system
4. Development of a cognitive mnemonic scheme for an optical smart-technology of remote learning based of artificial immune systems
5. Fine-tuning the hyperparameters of pre-trained models for solving multiclass classification problems
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