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Found 5 papers, 0 papers with code
Braid-based architecture search
In this article, we propose the approach to structural optimization of neural networks, based on the braid theory.
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 neural network, based on the combination of information theory and braid theory.
The principle of weight divergence facilitation for unsupervised pattern recognition in spiking neural networks
Parallels between the signal processing tasks and biological neurons lead to an understanding of the principles of self-organized optimization of input signal recognition.
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 involving the filtering of redundant information.
A Machine-Synesthetic Approach To DDoS Network Attack Detection
In the authors' opinion, anomaly detection systems, or ADS, seem to be the most perspective direction in the subject of attack detection, because these systems can detect, among others, the unknown (zero-day) attacks.
