Department of Computer Science 3-Software Engineering ▲ Sign in to save

• ▲ Bernhard Rumpe⋆

  RWTH Aachen University Computer Science
  11.7k

  citations

  49

  h-index

  226

  Aachen papers
• ▲ Abigail Morrison

  Forschungszentrum Jülich · Jülich Aachen Research Alliance Neuroscience
  4.05k

  citations

  26

  h-index

  42

  Aachen papers
• ▲ Hanning Guo

  Forschungszentrum Jülich · RWTH Aachen University Neuroscience
  396

  citations

  10

  h-index

  2

  Aachen papers
• ▲ Barna Zajzon

  Neuroscience
  291

  citations

  6

  h-index

  5

  Aachen papers
• ▲ Philipp Weidel

  Neuroscience
  241

  citations

  7

  h-index

  2

  Aachen papers
• ▲ Michiel van der Vlag

  Forschungszentrum Jülich · Jülich Supercomputing Centre Neuroscience
  173

  citations

  5

  h-index

  2

  Aachen papers
• ▲ Guido Trensch

  Forschungszentrum Jülich · Ernst Ruska Centre Engineering
  142

  citations

  5

  h-index

  1

  Aachen papers
• ▲ Charl Linssen

  Forschungszentrum Jülich · Jülich Aachen Research Alliance Neuroscience
  65

  citations

  4

  h-index

  6

  Aachen papers
• ▲ Pooja N. Babu

  Forschungszentrum Jülich · Jülich Aachen Research Alliance Engineering
  49

  citations

  3

  h-index

  6

  Aachen papers
• ▲ Tobias Schulte to Brinke

  Forschungszentrum Jülich · Jülich Aachen Research Alliance Engineering
  21

  citations

  2

  h-index

  2

  Aachen papers
• ▲ M.I. Dick

  Forschungszentrum Jülich · RWTH Aachen University Neuroscience
  17

  citations

  2

  h-index

  3

  Aachen papers
• ▲ Luca Koll

  RWTH Aachen University Engineering
  8

  citations

  1

  h-index

  2

  Aachen papers
• ▲ Jette Oberländer

  Forschungszentrum Jülich · RWTH Aachen University Computer Science
  4

  citations

  1

  h-index

  2

  Aachen papers

13 results

• Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks

  2021 Frontiers in Computational Neuroscience article Neuroscience Neural dynamics and brain function Open access

  23

  citations
• Characteristic columnar connectivity caters to cortical computation: Replication, simulation, and evaluation of a microcircuit model

  2022 Frontiers in Integrative Neuroscience article Neuroscience Neural dynamics and brain function Open access

  13

  citations
• A System-on-Chip Based Hybrid Neuromorphic Compute Node Architecture for Reproducible Hyper-Real-Time Simulations of Spiking Neural Networks

  2022 Frontiers in Neuroinformatics article Engineering Advanced Memory and Neural Computing Open access cited by 1 patent

  12

  citations
• A refined information processing capacity metric allows an in-depth analysis of memory and nonlinearity trade-offs in neurocomputational systems

  2023 Scientific Reports article Neuroscience Neural dynamics and brain function Open access

  8

  citations
• NESTML: a generic modeling language and code generation tool for the simulation of spiking neural networks with advanced plasticity rules

  2025 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access

  8

  citations
• Towards reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  5

  citations
• Learning and replaying spatiotemporal sequences: A replication study

  2022 Frontiers in Integrative Neuroscience article Neuroscience Neural dynamics and brain function Open access

  4

  citations
• Toward reproducible models of sequence learning: replication and analysis of a modular spiking network with reward-based learning

  2023 Frontiers in Integrative Neuroscience article Neuroscience Neural dynamics and brain function Open access

  4

  citations
• Signal denoising through topographic modularity of neural circuits

  2023 eLife article Neuroscience Neural dynamics and brain function Open access

  3

  citations
• Cross-comparison of state of the art neuromorphological simulators on modern CPUs and GPUs using the Brain Scaffold Builder

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Parallel Computing and Optimization Techniques Open access

  2

  citations
• Phenomenological Modeling of Diverse and Heterogeneous Synaptic Dynamics at Natural Density

  2024 Neuromethods book-chapter Neuroscience Neural dynamics and brain function Open access

  1

  citations
• Signal denoising through topographic modularity of neural circuits

  2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  0

  citations
• Author response: Signal denoising through topographic modularity of neural circuits

  2022 peer-review Neuroscience Neural dynamics and brain function Open access

  0

  citations
• Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection

  2024 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

  0

  citations
• A NEST-based framework unlocks massively parallel simulation of networks of multicompartment neurons with customizable subcellular dynamics

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  0

  citations
• Complexity and Criticality in Neuro-Inspired Reservoirs

  2025 Lecture notes in computer science conference-paper Computer Science Neural Networks and Reservoir Computing Open access

  0

  citations
• NESTML 8.3.0

  2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Modeling and Simulation Systems Open access

  0

  citations
• Mapping Whole-Brain Nonlinear Structure-Function Dynamics in Aging via Neural Granger Causality

  2026 Brain Topography article Neuroscience Functional Brain Connectivity Studies

  0

  citations
• NESTML 9.0.0

  2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Modeling and Simulation Systems Open access

  0

  citations

19 results