Oleg Nikitin

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Information Transfer

Synaptic Weights

Image Classification

Top Venues

Publications

Olga Lukyanova, Oleg Nikitin, Alex Kunin
Braid-based architecture search. CoRR (2022)
Oleg Nikitin, Olga Lukyanova, Alex Kunin
The principle of weight divergence facilitation for unsupervised pattern recognition in spiking neural networks. CoRR (2021)
Oleg Nikitin, Olga Lukyanova, Alex Kunin
The Principle of Weight Divergence Facilitation for Unsupervised Pattern Recognition in Spiking Neural Networks. ICANN (5) (2021)
Oleg Nikitin, Olga Lukyanova, Alex Kunin
Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks. CoRR (2021)
Olga Lukyanova, Oleg Nikitin, Alex Kunin
BraidNet: procedural generation of neural networks for image classification problems using braid theory. CoRR (2021)
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 (2021)
Olga Lukyanova, Oleg Nikitin
Isotopic Inheritance: A Topological Approach to Genotype Transfer. SAB (2018)
Olga Lukyanova, Oleg Nikitin
Modeling of extrasynaptic information transfer in neural networks using braid theory. BICA (2018)
Oleg Nikitin, Olga Lukyanova
Homeostatic Neural Network for Adaptive Control: Examination and Comparison. SAB (2018)
Oleg Nikitin, Olga Lukyanova
Predictive regulation of neurotransmitter receptor pool for weight correction restriction. BICA (2018)
Oleg Nikitin, Olga Lukyanova
Control of an agent in the multi-goal environment with homeostasis-based neural network. BICA (2017)