Fast Simulations of Highly-Connected Spiking Cortical Models Using GPUs

• Building on models—a perspective for computational neuroscience

  2025 Cerebral Cortex article Neuroscience Neural dynamics and brain function Open access

  3

  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
• Metadata practices for simulation workflows

  2025 Scientific Data data-paper Decision Sciences Scientific Computing and Data Management Open access

  3

  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
• Commentary: Accelerating spiking neural network simulations with PymoNNto and PymoNNtorch

  2024 Frontiers in Neuroinformatics editorial Neuroscience Neural dynamics and brain function Open access

  2

  citations
• neuroAIx: FPGA Cluster for Reproducible and Accelerated Neuroscience Simulations of SNNs

  2023 IEEE Nordic Circuits and Systems Conference (NorCAS) conference-paper Engineering Advanced Memory and Neural Computing

  8

  citations
• Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices

  2023 Applied Sciences article Computer Science Parallel Computing and Optimization Techniques Open access

  10

  citations
• neuroAIx-Framework: design of future neuroscience simulation systems exhibiting execution of the cortical microcircuit model 20× faster than biological real-time

  2023 Frontiers in Computational Neuroscience article Computer Science Embedded Systems Design Techniques Open access

  19

  citations
• Connectivity concepts in neuronal network modeling

  2022 PLoS Computational Biology article Neuroscience Neural dynamics and brain function Open access

  52

  citations
• Fast Simulation of a Multi-Area Spiking Network Model of Macaque Cortex on an MPI-GPU Cluster

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

  17

  citations
• NNMT: Mean-Field Based Analysis Tools for Neuronal Network Models

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

  12

  citations
• A Modular Workflow for Performance Benchmarking of Neuronal Network Simulations

  2022 Frontiers in Neuroinformatics article Computer Science Parallel Computing and Optimization Techniques Open access

  15

  citations
• Sub-realtime simulation of a neuronal network of natural density

  2022 Neuromorphic Computing and Engineering article Neuroscience Neural dynamics and brain function Open access

  27

  citations
• Dynamical Characteristics of Recurrent Neuronal Networks Are Robust Against Low Synaptic Weight Resolution

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

  12

  citations
• A mean-field toolbox for spiking neuronal network model analysis

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neural dynamics and brain function Open access

  0

  citations

15 results