Search Results for author: Maxim Beketov

Found 3 papers, 1 papers with code

Fast gradient-free activation maximization for neurons in spiking neural networks

1 code implementation28 Dec 2023 Nikita Pospelov, Andrei Chertkov, Maxim Beketov, Ivan Oseledets, Konstantin Anokhin

Neural networks (NNs), both living and artificial, work due to being complex systems of neurons, each having its own specialization.

Tensor Decomposition

Global cognitive graph properties dynamics of hippocampal formation

no code implementations7 Aug 2023 Konstantin Sorokin, Andrey Zaitsew, Aleksandr Levin, German Magai, Maxim Beketov, Vladimir Sotskov

In the present study we have used a set of methods and metrics to build a graph of relative neural connections in a hippocampus of a rodent.

Hippocampus

Topology of cognitive maps

no code implementations16 Nov 2022 Konstantin Sorokin, Anton Ayzenberg, Konstantin Anokhin, Vladimir Sotskov, Maxim Beketov, Andrey Zaitsew, Robert Drynkin

In present paper we discuss several approaches to reconstructing the topology of the physical space from neural activity data of CA1 fields in mice hippocampus, in particular, having Cognitome theory of brain function in mind.

Dimensionality Reduction Hippocampus

Cannot find the paper you are looking for? You can Submit a new open access paper.