Author

Igor Dubinin

Frankfurt Institute for Advanced Studies

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Research Focus:software / tool· 1 Approach:statistical model· 1

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Felix EffenbergeriD· 1 shared Pedro CarvalhoiD· 1 shared Wolf SingeriD· 1 shared

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2025-2025 · peak 1/yr

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1 shared paperNeuroscience

Felix EffenbergerORCID

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1 paper

Recent·Most cited

The functional role of oscillatory dynamics of neocortical circuits: a computational perspective

Felix Effenberger, Pedro Carvalho, Igor Dubinin, Wolf Singer

This paper introduces HORNs, oscillatory recurrent networks that outperform non-oscillatory architectures in learning speed, noise tolerance, and parameter efficiency, and reproduce features of neuronal systems.

Proceedings of the National Academy of Sciences · Jan 23, 2025Peer-reviewedNeuroscience