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Emerging NC Architectures AND Neuroscientific Foundations

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Emerging NC Architectures AND Neuroscientific Foundations

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Talk (non-conference) 11 Conference Presentation 8 Poster 8 Software 7 Journal Article 2 Communication 1 Conference / Event 1 more ... Contribution to a book 1 Contribution to a conference proceedings 1 Lecture 1 Preprint 1 less ...

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Talk (non-conference)

A statistical perspective on learning of time series in neural networks

Nestler, Sandra
2023

“...Neuroscientific Foundations...”

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2

Two-compartment neuronal spiking model expressing brain-state specific apical-amplification, -isolation and -drive regimes

Pastorelli, Elena
2023

arXiv (2023)

“...Neuroscientific Foundations...”

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3

Conference Presentation

Tutorial: Modelling networks with NEST & Tutorial: Modelling cortical regions

Senk, Johanna
2023

“...Neuroscientific Foundations...”

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Sinha, Ankur
2023

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5

Journal Article

Statistical temporal pattern extraction by neuronal architecture

Nestler, Sandra
2023

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

“...Neuroscientific Foundations...”

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6

Nonlinear dimensionality reduction with normalizing flows for analysis of electrophysiological recordings

Bouss, Peter
2023

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7

Talk (non-conference)

Sequence learning in brain-inspired computing systems

Diesmann, Markus
2023

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Conference Presentation

Simulation of large-scale neural networks

Diesmann, Markus
2023

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9

Talk (non-conference)

Sequence learning in brain-inspired computing systems

Diesmann, Markus
2023

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10

Helmholtz RSE Activities for NEST Simulator

Terhorst, Dennis
2023

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11

Neuronal extraction of statistical patterns embedded in time series

Nestler, Sandra
2023

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12

Talk (non-conference)

Neural networks learning structure in temporal signals

Nestler, Sandra
2023

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13

The World of EBRAINS Tools & Services

Terhorst, Dennis
2023

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14

The World of EBRAINS Tools & Services

Terhorst, Dennis
2023

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15

Spreizer, Sebastian
2022

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16

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

Nestler, Sandra
2022

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17

Conference Presentation

Simulating spatially organized networks with NEST

Senk, Johanna
2022

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18

Journal Article

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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19

Conference Presentation

Implementing the modular and long-tailed structure of cortex in large spiking models

van Albada, Sacha
2022

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20

Conference Presentation

From single-cell modeling to large-scale network dynamics with NEST Simulator

Linssen, Charl
2022

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Publications database 41 Open Access 9

Talk (non-conference) 11 Conference Presentation 8 Poster 8 Software 7 Journal Article 2 Communication 1 more ... Conference / Event 1 Contribution to a book 1 Contribution to a conference proceedings 1 Lecture 1 Preprint 1 see all ... less ...

Terhorst, Dennis 14 Helias, Moritz 12 Mitchell, Jessica 11 Nestler, Sandra 11 Graber, Steffen 9 Dahmen, David 8 more ... Diesmann, Markus 8 Eppler, Jochen Martin 8 Gilson, Matthieu 8 Morrison, Abigail 8 Plesser, Hans Ekkehard 8 Linssen, Charl 7 Mørk, Håkon 7 Senk, Johanna 7 Spreizer, Sebastian 7 Trensch, Guido 7 Vennemo, Stine Brekke 7 Deepu, Rajalekshmi 6 Keup, Christian 6 Pronold, Jari 6 Rauhut, Holger 6 Albers, Jasper 5 Babu, Pooja 5 Benelhedi, Mohamed Ayssar 4 Boutaib, Youness 4 Diaz, Sandra 4 Jordan, Jakob 4 Kitayama, Itaru 4 Kurth, Anno 4 Wybo, Willem 4 see all ... less ...

Emerging NC Architectures Neuroscientific Foundations Human Brain Project Specific Grant Agreement 3 33 Computational Principles 31 Digitization of Neuroscience and User-Community Building 16 Advanced Computing Architectures 10 more ... Human Brain Project Specific Grant Agreement 2 9 Transparent Deep Learning with Renormalized Flows 9 Towards an integrated data science of complex natural systems 8 Recurrence and stochasticity for neuro-inspired computation 7 Domain-Specific Simulation & Data Life Cycle Labs (SDLs) and Research Groups 6 SimLab Neuroscience 6 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 5 Theory of multi-scale neuronal networks 5 Helmholtz Platform for Research Software Engineering - Preparatory Study 4 Heterogenität von Zytoarchitektur, Chemoarchitektur und Konnektivität in einem großskaligen Computermodell der menschlichen Großhirnrinde 3 Brain-Scale Simulations 2 Doktorand ohne besondere Förderung 2 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 2 Human Brain Project Specific Grant Agreement 1 2 Memristive Materials and Devices 2 Theory, modelling and simulation 2 Connectivity and Activity 1 DEEP - Extreme Scale Technologies 1 GRK 2041: Modell Romantik. Variation - Reichweite - Aktualität 1 Generic metadata management for reproducible high-performance-computing simulation workflows - MetaMoSim 1 Interactive Computing E-Infrastructure for the Human Brain Project 1 NeuroModelingTalk (NMT) - Approaching the complexity barrier in neuroscientific modeling 1 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 1 see all ... less ...

Computational and Systems Neuroscience; IAS-6 41 Computational and Systems Neuroscience; INM-6 41 Jara-Institut Brain structure-function relationships; INM-10 40 Jülich Supercomputing Center; JSC 7

2023 17 2021 13 2022 10

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