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Oleg Nikitin 0001

Oleg Yu. Nikitin

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affiliation: Russian Academy of Sciences, Far Eastern Branch, Khabarovsk, Russia

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2020 – today

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2022
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  - journals/corr/abs-2207-04121
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Olga Lukyanova, Oleg Nikitin, Alex Kunin:
Braid-based architecture search. CoRR abs/2207.04121 (2022)
2021
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Oleg Nikitin, Olga Lukyanova, Alex Kunin:
Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks. Neural Networks 143: 783-797 (2021)
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Oleg Nikitin, Olga Lukyanova, Alex Kunin:
The Principle of Weight Divergence Facilitation for Unsupervised Pattern Recognition in Spiking Neural Networks. ICANN (5) 2021: 195-206
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Oleg Nikitin, Olga Lukyanova, Alex Kunin:
Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks. CoRR abs/2103.08143 (2021)
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  - journals/corr/abs-2104-09943
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Oleg Nikitin, Olga Lukyanova, Alex Kunin:
The principle of weight divergence facilitation for unsupervised pattern recognition in spiking neural networks. CoRR abs/2104.09943 (2021)
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Olga Lukyanova, Oleg Nikitin, Alex Kunin:
BraidNet: procedural generation of neural networks for image classification problems using braid theory. CoRR abs/2104.10010 (2021)

2010 – 2019

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2018
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Olga Lukyanova, Oleg Nikitin:
Modeling of extrasynaptic information transfer in neural networks using braid theory. BICA 2018: 306-311
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Oleg Nikitin, Olga Lukyanova:
Predictive regulation of neurotransmitter receptor pool for weight correction restriction. BICA 2018: 393-399
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Olga Lukyanova, Oleg Nikitin:
Isotopic Inheritance: A Topological Approach to Genotype Transfer. SAB 2018: 27-38
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Oleg Nikitin, Olga Lukyanova:
Homeostatic Neural Network for Adaptive Control: Examination and Comparison. SAB 2018: 223-235
2017
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Oleg Nikitin, Olga Lukyanova:
Control of an agent in the multi-goal environment with homeostasis-based neural network. BICA 2017: 321-327

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