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Computational Principles

Gilson, Matthieu

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Computational Principles

Gilson, Matthieu

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Poster 4 Talk (non-conference) 3 Journal Article 2 Contribution to a book 1 Contribution to a conference proceedings 1

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A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

“...Computational Principles...”

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Journal Article

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

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

“...Computational Principles...”

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Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

“...Computational Principles...”

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Neural networks learning structure in temporal signals

Nestler, Sandra
2023

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Covariance Features Improve Low-Resource Reservoir Computing Performance in Multivariate Time Series Classification

Smys, S.
2022

“...Computational Principles...”

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Journal Article

Meditation-induced effects on whole-brain structural and effective connectivity

De Filippi, Eleonora
2022

Brain structure & function, 227 (2022) 6, S. 2087 - 2102

“...Computational Principles...”

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Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2022

“...Computational Principles...”

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

Nestler, Sandra
2022

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9

Talk (non-conference)

Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2021

“...Computational Principles...”

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Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2021

“...Computational Principles...”

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Publications database 10 Open Access 5

Poster 4 Talk (non-conference) 3 Journal Article 2 Contribution to a book 1 Contribution to a conference proceedings 1

Gilson, Matthieu Helias, Moritz 8 Nestler, Sandra 8 Dahmen, David 5 Keup, Christian 5 Rauhut, Holger 5 more ... Boutaib, Youness 3 Bartolomaeus, Wiebke 2 Bouss, Peter 2 Fischer, Kirsten 2 Merger, Claudia Lioba 2 Rene, Alexandre 2 Balas, Valentina Emilia 1 Ball, Tonio 1 Càmara, Estela 1 De Filippi, Eleonora 1 Deco, Gustavo 1 Escrichs, Anira 1 Garrido, César 1 Lawrie, Sofía 1 Marins, Theo 1 Moreno-Bote, Rubén 1 Schirrmeister, Robin 1 Smys, S. 1 Sánchez-Fibla, Marti 1 Tavares, João Manuel R. S. 1 see all ... less ...

Computational Principles Human Brain Project Specific Grant Agreement 3 9 Emerging NC Architectures 8 Neuroscientific Foundations 8 Towards an integrated data science of complex natural systems 8 Advanced Computing Architectures 6 more ... Transparent Deep Learning with Renormalized Flows 6 Recurrence and stochasticity for neuro-inspired computation 4 Human Brain Project Specific Grant Agreement 2 2 Theory of multi-scale neuronal networks 2 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 1 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 1 Theory, modelling and simulation 1 see all ... less ...

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

2022 4 2023 4 2021 2

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