Search Results for author: Susanna Gordleeva

Found 2 papers, 1 papers with code

Situation-based memory in spiking neuron-astrocyte network

no code implementations15 Feb 2022 Susanna Gordleeva, Yuliya A. Tsybina, Mikhail I. Krivonosov, Ivan Y. Tyukin, Victor B. Kazantsev, Alexey A. Zaikin, Alexander N. Gorban

Three pools of stimuli patterns are considered: external patterns, patterns from the situation associative pool regularly presented to the network and learned by the network, and patterns already learned and remembered by astrocytes.

Retrieval

Astrocytes mediate analogous memory in a multi-layer neuron-astrocytic network

1 code implementation31 Aug 2021 Yuliya Tsybina, Innokentiy Kastalskiy, Mikhail Krivonosov, Alexey Zaikin, Victor Kazantsev, Alexander Gorban, Susanna Gordleeva

We show how arbitrary patterns can be loaded, then stored for a certain interval of time, and retrieved if the appropriate clue pattern is applied to the input.

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