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BraidNet: procedural generation of neural networks for image classification problems using braid theory



Olga Lukyanova , Oleg Nikitin , Alex Kunin

* 9 pages, 8 figures, submitted to the conference ICANN 2021 

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The principle of weight divergence facilitation for unsupervised pattern recognition in spiking neural networks



Oleg Nikitin , Olga Lukyanova , Alex Kunin

* 9 pages, 5 figures, submitted to the conference ICANN 2021 

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Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks



Oleg Nikitin , Olga Lukyanova , Alex Kunin

* 24 pages, 12 figures 

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A Machine-Synesthetic Approach To DDoS Network Attack Detection



Anna Kuznetsova , Yuri Monakhov , Oleg Nikitin , Alexey Kharlamov , Alexandr Amochkin

* 12 pages, 2 figures, 5 tables. Accepted to the Intelligent Systems Conference (IntelliSys) 2019 

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