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Poster 6 Journal Article 3 Contribution to a conference proceedings 1 Master Thesis 1 Preprint 1

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Nonlinear dimensionality reduction with normalizing flows for analysis of electrophysiological recordings

Bouss, Peter
2023

“...Nestler, Sandra...”

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2

Journal Article

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

Physical review research, 5 (2023) 3, S. 033177

“...Nestler, Sandra...”

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Journal Article

Learning Interacting Theories from Data

Merger, Claudia
2023

Physical review / X, 13 (2023) 4, S. 041033

“...Nestler, Sandra...”

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Dimensionality reduction with normalizing flows

Bouss, Peter
2022

“...Nestler, Sandra...”

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Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2022

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6

Journal Article

Path classification by stochastic linear recurrent neural networks

Boutaib, Youness
2022

Advances in continuous and discrete models, 2022 (2022) 1, S. 13

“...Nestler, Sandra...”

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7

Cumulant selective perceptron: Propagation of statistical information through a trainable non-linearity

Nestler, Sandra
2022

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Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2021

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Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2020

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Contribution to a conference proceedings

Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2020

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11

Joint Optimization Of Input And Output Projections In Reservoir Computing

Nestler, Sandra
2019

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12

Optimized Reservoir Computing with Stochastic Recurrent Networks

Nestler, Sandra
2019

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Open Access Publications database 12

Poster 6 Journal Article 3 Contribution to a conference proceedings 1 Master Thesis 1 Preprint 1

Nestler, Sandra 12 Helias, Moritz 11 Dahmen, David 7 Gilson, Matthieu 6 Keup, Christian 6 Rauhut, Holger 5 more ... Bouss, Peter 3 Bartolomaeus, Wiebke 2 Boutaib, Youness 2 Fischer, Kirsten 2 Rene, Alexandre 2 Honerkamp, Carsten 1 Merger, Claudia 1 Merger, Claudia Lioba 1 René, Alexandre 1 see all ... less ...

Computational Principles 8 Neuroscientific Foundations 8 Advanced Computing Architectures 6 Emerging NC Architectures 6 Transparent Deep Learning with Renormalized Flows 6 Human Brain Project Specific Grant Agreement 3 5 more ... Recurrence and stochasticity for neuro-inspired computation 5 Theory, modelling and simulation 5 Towards an integrated data science of complex natural systems 5 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 3 Theory of multi-scale neuronal networks 3 Connectivity and Activity 2 Doktorand ohne besondere Förderung 2 Human Brain Project Specific Grant Agreement 2 2 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 2 Verbundprojekt RenormalizedFlows: Transparentes Tiefes Lernen mit Renormalisierten Flows 2 see all ... less ...

Computational and Systems Neuroscience; IAS-6 12 Computational and Systems Neuroscience; INM-6 12 Jara-Institut Brain structure-function relationships; INM-10 12

2023 4 2022 3 2019 2 2020 2 2021 1

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