Author

Ilya Prokin

Institut national de recherche en sciences et technologies du numériqueORCID 0000-0002-8639-1238Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 3

Signature Assays, Organisms & Methods

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Approach:experimental assay· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1 Organism:mouse· 1

Frequent Co-Authors

Hugues BerryiD· 2 shared Laurent VenanceiD· 2 shared Alexandre Mendes· 1 shared Boris S GutkiniD· 1 shared Giuseppe GangarossaiD· 1 shared Ivan A. LazarevichiD· 1 shared Sylvie Siaume‐Perez· 1 shared Victor KazantseviD· 1 shared

Activity by Year

2018-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 18 mutual co-author links

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2 shared papersNeuroscience

Hugues BerryORCID

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3 papers

Recent·Most cited

NeurosciencePLoS Computational BiologyPeer-reviewedJan 10, 2023

Spikebench: an open benchmark for spike train time-series classification

Ivan A. Lazarevich, Ilya Prokin, Boris S Gutkin, Victor Kazantsev

The paper introduces Spikebench, a benchmark for spike train classification, showing that hand-crafted features match deep learning performance.

10 citations

machine learning (classical)deep learning

𝕏 PostBluesky

NeuroscienceCerebral CortexPeer-reviewedApr 16, 2019

BDNF controls bidirectional endocannabinoid-plasticity at corticostriatal synapses

Giuseppe Gangarossa, Sylvie Siaume‐Perez, Yulia Dembitskaya…·Laurent Venance

This study shows BDNF/TrkB signaling promotes endocannabinoid-mediated plasticity (LTD and LTP) in striatum through calcium-dependent eCB synthesis and release.

32 citations

mouseelectronic health records

𝕏 PostBluesky

NeuroscienceScientific ReportsPeer-reviewedMay 21, 2018

Robustness of STDP to spike timing jitter

Yihui Cui, Ilya Prokin, Alexandre Mendes…·Laurent Venance

The paper investigates how spike timing jitter affects three forms of STDP at corticostriatal synapses, finding that endocannabinoid-mediated plasticity is more robust than NMDAR-mediated plasticity.

31 citations

experimental assay

𝕏 PostBluesky