Moritz Helias - Publications, H-index & Citations

Moritz Helias

jülich research centre

28H指数

183论文数

2.4K被引数

收录论文 18

发表时间

Strong and localized recurrence controls the dimensionality of neural activity across brain areas 强且局部的复发控制着跨脑区的神经活动维度

Nature Neuroscience

IF20

2026-08-19

OAAI

David Dahmen; Stefano Recanatesi; Xiaoxuan Jia; Gabriel K. Ocker; Nilufar Lahiji; Simon Musall; Luke Campagnola; Stephanie Seeman; Tim Jarsky; Moritz Helias; Eric Shea-Brown

Field theory for optimal signal propagation in residual networks 残差网络中信号最优传播的场论

PHYSICAL REVIEW E

IF2.4

2025-12-01

PREAI

Fischer, Kirsten; Dahmen, David; Helias, Moritz

Linking network- and neuron-level correlations by renormalized field theory

PHYSICAL REVIEW RESEARCH

IF4.2

2024-09-06

OAAI

Dick, Michael; van Meegen, Alexander; Helias, Moritz

Learning Interacting Theories from Data 从数据中学习交互理论

PHYSICAL REVIEW X

IF15.7

2023-11-20

OAAI

Merger, Claudia; Rene, Alexandre; Fischer, Kirsten; Bouss, Peter; Nestler, Sandra; Dahmen, David; Honerkamp, Carsten; Helias, Moritz

Statistical temporal pattern extraction by neuronal architecture

PHYSICAL REVIEW RESEARCH

IF4.2

2023-09-11

OAAI

Nestler, Sandra; Helias, Moritz; Gilson, Matthieu

Decomposing neural networks as mappings of correlation functions

PHYSICAL REVIEW RESEARCH

IF4.2

2022-11-28

OAAI

Fischer, Kirsten; Rene, Alexandre; Keup, Christian; Layer, Moritz; Dahmen, David; Helias, Moritz

Global organization of neuronal activity only requires unstructured local connectivity

ELIFE

IF0

2022-01-20

OAAI

Dahmen, David; Layer, Moritz; Deutz, Lukas; Dabrowska, Paulina Anna; Voges, Nicole; von Papen, Michael; Brochier, Thomas; Riehle, Alexa; Diesmann, Markus; Gruen, Sonja; Helias, Moritz

Global hierarchy vs local structure: Spurious self-feedback in scale-free networks

PHYSICAL REVIEW RESEARCH

IF4.2

2021-09-22

OAAI

Merger, Claudia; Reinartz, Timo; Wessel, Stefan; Honerkamp, Carsten; Schuppert, Andreas; Helias, Moritz

Transient Chaotic Dimensionality Expansion by Recurrent Networks

PHYSICAL REVIEW X

IF15.7

2021-06-25

OAAI

Keup, Christian; Kuehn, Tobias; Dahmen, David; Helias, Moritz

Conditions for wave trains in spiking neural networks

PHYSICAL REVIEW RESEARCH

IF4.2

2020-05-14

OAAI

Senk, Johanna; Korvasova, Karolina; Schuecker, Jannis; Hagen, Espen; Tetzlaff, Tom; Diesmann, Markus; Helias, Moritz

Second type of criticality in the brain uncovers rich multiple-neuron dynamics

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2019-06-12

OAAI

Dahmen, David; Gruen, Sonja; Diesmann, Markus; Helias, Moritz

Optimal Sequence Memory in Driven Random Networks

PHYSICAL REVIEW X

IF15.7

2018-11-14

OAAI

Schuecker, Jannis; Goedeke, Sven; Helias, Moritz

Computational Neuroscience: Mathematical and Statistical Perspectives

ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION

IF0

2018-03-07

OAAI

Kass, Robert E.; Amari, Shun-Ichi; Arai, Kensuke; Brown, Emery N.; Diekman, Casey O.; Diesmann, Markus; Doiron, Brent; Eden, Uri T.; Fairhall, Adrienne L.; Fiddyment, Grant M.; Fukai, Tomoki; Gruen, Sonja; Harrison, Matthew T.; Helias, Moritz; Nakahara, Hiroyuki; Teramae, Jun-nosuke; Thomas, Peter J.; Reimers, Mark; Rodu, Jordan; Rotstein, Horacio G.; Shea-Brown, Eric; Shimazaki, Hideaki; Shinomoto, Shigeru; Yu, Byron M.; Kramer, Mark A.

Spectral bandwidth of interictal fast epileptic activity characterizes the seizure onset zone

NEUROIMAGE-CLINICAL

IF3.6

2018-01-01

OAAI

Heers, Marcel; Helias, Moritz; Hedrich, Tanguy; Duempelmann, Matthias; Schulze-Bonhage, Andreas; Ball, Tonio

Fundamental Activity Constraints Lead to Specific Interpretations of the Connectome

plos biology

IF3.6

2017-02-01

OAAI

Schuecker, Jannis; Schmidt, Maximilian; van Albada, Sacha J.; Diesmann, Markus; Helias, Moritz