Real-time cortical simulation on neuromorphic hardware

• Event-driven eligibility propagation in large sparse networks

  2026 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  1

  citations
• Exploiting network topology in brain-scale simulations of spiking neural networks

  2026 Neuromorphic Computing and Engineering article Computer Science Parallel Computing and Optimization Techniques Open access

  0

  citations
• Exploiting network topology in brain-scale simulations of spiking neural networks

  2026 Neuromorphic Computing and Engineering article Computer Science Parallel Computing and Optimization Techniques Open access

  0

  citations
• Building on models—a perspective for computational neuroscience

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

  3

  citations
• Balanced and Efficient Spiking Neural Networks

  2025 conference-paper Engineering Advanced Memory and Neural Computing

  0

  citations
• NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware

  2023 International Conference on Machine Learning and Applications conference-paper Engineering Advanced Memory and Neural Computing

  4

  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
• A Digital Twin Network for Computational Neuroscience Simulators: Exploring Network Architectures for Acceleration of Biological Neural Network Simulations

  2023 IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) conference-paper Computer Science Interconnection Networks and Systems

  2

  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
• 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
• Simulating the Cortical Microcircuit Significantly Faster Than Real Time on the IBM INC-3000 Neural Supercomputer

  2022 Frontiers in Neuroscience article Engineering Advanced Memory and Neural Computing Open access

  19

  citations
• 2022 roadmap on neuromorphic computing and engineering

  2022 Neuromorphic Computing and Engineering article Engineering Advanced Memory and Neural Computing Open access

  0

  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
• Usage and Scaling of an Open-Source Spiking Multi-Area Model of Monkey Cortex

  2021 Lecture notes in computer science conference-paper Neuroscience Neural dynamics and brain function Open access

  7

  citations

18 results