Author

Maciej Kania

Institute of Science and Technology AustriaORCID 0000-0001-5307-4714Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Approach:statistical model· 2 Research Focus:benchmarking· 1 Approach:simulation· 1

Frequent Co-Authors

Basile ConfavreuxiD· 2 shared Tim P. VogelsiD· 2 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 1 mutual co-author link

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2 shared papersNeuroscience

Basile ConfavreuxORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintSep 21, 2026

Inhgrams for engrams: co-active inhibitory-inhibitory plasticity shapes inhibitory assemblies that stabilize and recall embedded engrams through disinhibition

Maciej Kania, Basile Confavreux, Tim P. Vogels

This paper introduces a computational model showing that inhibitory-inhibitory plasticity enables stable recall of overlapping memory engrams through disinhibition.

DOI 10.64898/2026.09.15.751748

statistical model

𝕏 PostBluesky

NeurosciencebioRxivPreprintSep 21, 2026

Learning to play with spikes: characterizing, predicting, and engineering unsupervised plasticity rules for spiking reservoir computing

Maciej Kania, Basile Confavreux, Tim P. Vogels

This paper characterizes and predicts effective unsupervised plasticity rules for spiking reservoir computing by analyzing their performance on a Pong game task.

DOI 10.64898/2026.09.15.751573

statistical modelsimulation

𝕏 PostBluesky