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I

Illia Horenko

mathematics

28H指数
132论文数
2.3K被引数
收录论文 37
发表时间
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Spiking neural networks provide accurate and time-efficient models for whisker stimulus classification of the awake mouse脉冲神经网络为清醒小鼠的触须刺激分类提供了准确且高效的时间模型。
errFrontiers in Neuroscience
IF3.2
err2026-04-04
err0
errOAAI
errSA Steffen Albrecht †; JR Jens R. Vandevelde; EV Edoardo Vecchi; GB Gabriele Berra; DB Davide Bassetti; MC Maik C. Stüttgen; HJ Heiko J. Luhmann; IH Illia Horenko
err分享
err收藏
Entropic Learning Enables Skilful Forecasts of ENSO Phase at up to 2 Years Lead Time
errJOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS
IF4.6
err2025-12-29
err0
errOAAI
errGroom, Michael; Bassetti, Davide; Horenko, Illia; O'Kane, Terence J.
err分享
err收藏
On entropic sparsification of neural networks关于神经网络的信息熵稀疏化
errPATTERN RECOGNITION LETTERS
IF3.3
err2025-05-28
err0
errOAAI
errBarisin, Tin; Horenko, Illia
err分享
err收藏
Beyond the First Tipping Points of Southern Hemisphere Climate
errclimate
IF3.2
err2024-05-31
err2
errOAAI
errO'Kane, Terence J.; Frederiksen, Jorgen S.; Frederiksen, Carsten S.; Horenko, Illia
err分享
err收藏
Structure-exploiting interior-point solver for high-dimensional entropy-sparsified regression learning
errnature computational science
IF3.7
err2024-03-01
err0
PREAI
errVecchi, Edoardo; Kardos, Juraj; Lechekhab, Malik; Wachter, Andreas; Horenko, Illia; Schenk, Olaf
err分享
err收藏
Entropic approximate learning for financial decision-making in the small data regime
errRESEARCH IN INTERNATIONAL BUSINESS AND FINANCE
IF6.9
err2023-04-01
err6
errOAAI
errVecchi, Edoardo; Berra, Gabriele; Albrecht, Steffen; Gagliardini, Patrick; Horenko, Illia
err分享
err收藏
On cheap entropy-sparsified regression learning
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2022-12-29
err8
errOAAI
errHorenko, Illia; Vecchi, Edoardo; Kardos, Juraj; Waechter, Andreas; Schenk, Olaf; O'Kane, Terence; Gagliardini, Patrick; Gerber, Susanne
err分享
err收藏
A Resilience Related Glial-Neurovascular Network Is Transcriptionally Activated after Chronic Social Defeat in Male Mice
errCELLS
IF5.2
err2022-10-27
err5
errOAAI
errVennin, Constance; Hewel, Charlotte; Todorov, Hristo; Wendelmuth, Marlon; Radyushkin, Konstantin; Heimbach, Andre; Horenko, Illia; Ayash, Sarah; Mueller, Marianne B.; Schweiger, Susann; Gerber, Susanne; Lutz, Beat
err分享
err收藏
Cheap robust learning of data anomalies with analytically solvable entropic outlier sparsification
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2022-02-23
err5
errOAAI
errHorenko, Illia
err分享
err收藏
Co-Inference of Data Mislabelings Reveals Improved Models in Genomics and Breast Cancer Diagnostics数据标签错误的共同推断揭示了基因组学和乳腺癌诊断中的改进模型
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2022-01-05
err1
errOAAI
errGerber, Susanne; Pospisil, Lukas; Sys, Stanislav; Hewel, Charlotte; Torkamani, Ali; Horenko, Illia
err分享
err收藏
Clustering and control for adaptation uncovers time-warped spike time patterns in cortical networks in vivo适应的聚类和控制揭示了体内皮质网络中时间扭曲的尖峰时间模式
errSCIENTIFIC REPORTS
IF3.9
err2021-07-29
err8
errOAAI
errIsbister, James B.; Reyes-Puerta, Vicente; Sun, Jyh-Jang; Horenko, Illia; Luhmann, Heiko J.
err分享
err收藏
Low-cost scalable discretization, prediction, and feature selection for complex systems
errSCIENCE ADVANCES
IF12.5
err2020-01-31
err21
errOAAI
errGerber, S.; Pospisil, L.; Navandar, M.; Horenko, I
err分享
err收藏
Synchronization of Great Subduction Megathrust Earthquakes: Insights From Scale Model Analysis
errJOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH
IF4.1
err2019-04-02
err19
errOAAI
errRosenau, Matthias; Horenko, Illia; Corbi, Fabio; Rudolf, Michael; Kornhuber, Ralf; Oncken, Onno
err分享
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A scalable approach to the computation of invariant measures for high-dimensional Markovian systems
errSCIENTIFIC REPORTS
IF3.9
err2018-01-29
err7
errOAAI
errGerber, Susanne; Olsson, Simon; Noe, Frank; Horenko, Illia
err分享
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Toward a direct and scalable identification of reduced models for categorical processes
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2017-04-21
err16
errOAAI
errGerber, Susanne; Horenko, Illia
err分享
err收藏
On the dynamics of persistent states and their secular trends in the waveguides of the Southern Hemisphere troposphere
errCLIMATE DYNAMICS
IF3.7
err2015-08-15
err41
PREAI
errO'Kane, Terence J.; Risbey, James S.; Monselesan, Didier P.; Horenko, Illia; Franzke, Christian L. E.
err分享
err收藏
Improving clustering by imposing network information
errSCIENCE ADVANCES
IF12.5
err2015-08-07
err13
errOAAI
errGerber, Susanne; Horenko, Illia
err分享
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Metastability of Northern Hemisphere Teleconnection Modes北半球遥相关模式的亚稳态
erradvances in atmospheric sciences
IF2.8
err2015-01-05
err28
errOAAI
errRisbey, James S.; O'Kane, Terence J.; Monselesan, Didier P.; Franzke, Christian; Horenko, Illia
err分享
err收藏
On inference of causality for discrete state models in a multiscale context
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2014-09-29
err16
errOAAI
errGerber, Susanne; Horenko, Illia
err分享
err收藏
Decadal variability in an OGCM Southern Ocean: Intrinsic modes, forced modes and metastable states
errOCEAN MODELLING
IF2.9
err2013-09-01
err57
PREAI
errO'Kane, Terence J.; Matear, Richard J.; Chamberlain, Matthew A.; Risbey, James S.; Sloyan, Bernadette M.; Horenko, Illia
err分享
err收藏

研究方向

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合作学者
合作期刊
J
Jeremy C. Smith
H 指数: 107 · 论文数: 1.3K
B
Beat Lutz
H 指数: 98 · 论文数: 415
A
Andrew J. Majda
H 指数: 87 · 论文数: 803
F
Frank Noé
H 指数: 70 · 论文数: 405
H
Heiko J. Luhmann
H 指数: 69 · 论文数: 353
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