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Emerging NC Architectures

Nestler, Sandra

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Emerging NC Architectures

Nestler, Sandra

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Poster 5 Talk (non-conference) 4 Journal Article 2

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A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

“...Neuroscientific Foundations...”

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Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

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

“...Neuroscientific Foundations...”

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Nonlinear dimensionality reduction with normalizing flows for analysis of electrophysiological recordings

Bouss, Peter
2023

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Neural networks learning structure in temporal signals

Nestler, Sandra
2023

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Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

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Path classification by stochastic linear recurrent neural networks

Boutaib, Youness
2022

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

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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
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
2021

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Fluctuations, correlations, chaos: dynamics and computation in recurrent networks

Helias, Moritz
2021

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Publications database 11 Open Access 6

Poster 5 Talk (non-conference) 4 Journal Article 2

Nestler, Sandra Helias, Moritz 10 Gilson, Matthieu 8 Dahmen, David 6 Keup, Christian 6 Rauhut, Holger 6 more ... Boutaib, Youness 4 Bartolomaeus, Wiebke 3 Bouss, Peter 3 Fischer, Kirsten 3 Merger, Claudia Lioba 3 Rene, Alexandre 3 Ball, Tonio 1 Schirrmeister, Robin 1 van Meegen, Alexander 1 see all ... less ...

Computational Principles 11 Emerging NC Architectures Neuroscientific Foundations 11 Human Brain Project Specific Grant Agreement 3 8 Transparent Deep Learning with Renormalized Flows 8 Advanced Computing Architectures 7 more ... Towards an integrated data science of complex natural systems 7 Recurrence and stochasticity for neuro-inspired computation 6 Theory of multi-scale neuronal networks 3 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 2 Human Brain Project Specific Grant Agreement 2 2 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 1 Theory, modelling and simulation 1 see all ... less ...

Computational and Systems Neuroscience; IAS-6 11 Computational and Systems Neuroscience; INM-6 11 Jara-Institut Brain structure-function relationships; INM-10 11

2023 5 2021 3 2022 3

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