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Dahmen, David

Jara-Institut Brain structure-function relationships; INM-10

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Dahmen, David

Jara-Institut Brain structure-function relationships; INM-10

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Poster 35 Talk (non-conference) 16 Journal Article 14 Preprint 11 Conference Presentation 9 Abstract 4 Software 3 more ... Contribution to a conference proceedings 2 Master Thesis 2 Book 1 Conference / Event 1 Dissertation / PhD Thesis 1 Lecture 1 less ...

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41

Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2021

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42

Signal denoising through modular topography

Zajzon, Barna
2021

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43

Journal Article

The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks

Gilson, Matthieu
2020

PLoS Computational Biology, 16 (2020) 10, S. e1008127

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44

Long-range coordination patterns in cortex change with behavioral context

Dahmen, David
2020

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45

Unfolding recurrence by Green's functions for optimized reservoir computing

Nestler, Sandra
2020

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46

Transient chaotic dimensionality expansion by recurrent networks

Keup, Christian
2020

S. 2002.11006

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47

Event-based update of synapses in voltage-based learning rules

Stapmanns, Jonas
2020

S. arXiv:2009.08667 [q-bio.NC]

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48

Statistical Field Theory for Neural Networks

Helias, Moritz
2020

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49

Contribution to a conference proceedings

Unfolding recurrence by Green’s functions for optimized reservoir computing

Nestler, Sandra
2020

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50

Journal Article

Self-consistent formulations for stochastic nonlinear neuronal dynamics

Stapmanns, Jonas
2020

Physical review / E covering statistical, nonlinear, biological, and soft matter physics, 101 (2020) 4, S. 042124

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Advanced plasticity rules in NEST Clopath and Urbanczik-Senn plasticity

Stapmanns, Jonas
2020

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52

Decomposition of Deep Neural Networks into Correlation Functions

Fischer, Kirsten
2020

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53

Characterization of motor cortex spiking activity for spiking neural network model validation

Dabrowska, Paulina
2020

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54

Transient chaotic dimensionality expansion by recurrent networks

Keup, Christian
2020

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On the complexity of resting state spiking activity in monkey motor cortex

Dąbrowska, Paulina Anna
2020

2020

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56

Journal Article

Capacity of the covariance perceptron

Dahmen, David
2020

Journal of physics / A, 53 (2020) 35, S. 354002

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57

The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks

Gilson, Matthieu
2019

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58

Conference Presentation

Functional Renormalization Group for Stochastic Rate Neurons

Kühn, Tobias
2019

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59

Optimized Reservoir Computing with Stochastic Recurrent Networks

Nestler, Sandra
2019

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60

Joint Optimization Of Input And Output Projections In Reservoir Computing

Nestler, Sandra
2019

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Publications database 100 Open Access 41

Poster 35 Talk (non-conference) 16 Journal Article 14 Preprint 11 Conference Presentation 9 Abstract 4 more ... Software 3 Contribution to a conference proceedings 2 Master Thesis 2 Book 1 Conference / Event 1 Dissertation / PhD Thesis 1 Lecture 1 see all ... less ...

Dahmen, David Helias, Moritz 78 Diesmann, Markus 33 Keup, Christian 21 Grün, Sonja 20 Dabrowska, Paulina 15 more ... Stapmanns, Jonas 15 Voges, Nicole 15 Fischer, Kirsten 14 Layer, Moritz 14 Deutz, Lukas 12 Gilson, Matthieu 12 von Papen, Michael 12 Kühn, Tobias 11 Nestler, Sandra 11 Brochier, Thomas 9 Riehle, Alexa 9 Bolten, Matthias 8 Rene, Alexandre 8 Hahne, Jan 7 Rauhut, Holger 7 Honerkamp, Carsten 6 Senk, Johanna 6 Hagen, Espen 5 Luu, Tom 5 Tiberi, Lorenzo 5 Insabato, Andrea 4 Korcsak-Gorzo, Agnes 4 Morrison, Abigail 4 van Albada, Sacha 4 see all ... less ...

Theory of multi-scale neuronal networks 63 Theory, modelling and simulation 48 Connectivity and Activity 46 Human Brain Project Specific Grant Agreement 2 43 Human Brain Project Specific Grant Agreement 3 31 Computational Principles 30 more ... Human Brain Project Specific Grant Agreement 1 27 Recurrence and stochasticity for neuro-inspired computation 27 Advanced Computing Architectures 25 Supercomputing and Modelling for the Human Brain 24 Transparent Deep Learning with Renormalized Flows 23 Emerging NC Architectures 22 Neuroscientific Foundations 19 GRK 2416: MultiSenses-MultiScales: Neue Ansätze zur Aufklärung neuronaler multisensorischer Integration 16 Towards an integrated data science of complex natural systems 12 The Human Brain Project 10 Doktorand ohne besondere Förderung 9 JL SMHB - Joint Lab Supercomputing and Modeling for the Human Brain (JL SMHB-2021-2027) 4 Kausative Mechanismen mesoskopischer Aktivitätsmuster in der auditorischen Kategorien-Diskrimination 3 NeuroSys: Algorithm-Hardware Co-Design (Projekt C) - B 3 SMARTSTART Training Program in Computational Neuroscience 3 Signalling Pathways and Mechanisms in the Nervous System 3 Brain-Scale Simulations 2 Digitization of Neuroscience and User-Community Building 2 Verbundprojekt RenormalizedFlows: Transparentes Tiefes Lernen mit Renormalisierten Flows 2 (Dys-)function and Plasticity 1 Brain-inspired multiscale computation in neuromorphic hybrid systems 1 Neuromorphic Computing and Network Dynamics 1 Open-Access-Publikationskosten / 2022 - 2024 / Forschungszentrum Jülich (OAPKFZJ) 1 Predictive Hierarchical Simulation 1 see all ... less ...

Computational and Systems Neuroscience; IAS-6 100 Computational and Systems Neuroscience; INM-6 100 Jara-Institut Brain structure-function relationships; INM-10 Center for Advanced Simulation and Analytics; CASA 3 Theorie der Starken Wechselwirkung; IAS-4 3 Theorie der starken Wechselwirkung; IKP-3 3

2017 17 2019 17 2023 16 2020 15 2021 14 2022 12 more ... 2018 9 see all ... less ...

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