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07/08/2022
Braid-based architecture search
In this article, we propose the approach to structural optimization of n...
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04/20/2021
BraidNet: procedural generation of neural networks for image classification problems using braid theory
In this article, we propose the approach to procedural optimization of a...
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04/20/2021
The principle of weight divergence facilitation for unsupervised pattern recognition in spiking neural networks
Parallels between the signal processing tasks and biological neurons lea...
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03/15/2021
Constrained plasticity reserve as a natural way to control frequency and weights in spiking neural networks
Biological neurons have adaptive nature and perform complex computations...
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01/13/2019