Neuromorphic electronic systems

• Technology Roadmap of Bioinspired Computing Hardware

  2026 ACS Nano article Engineering Advanced Memory and Neural Computing Open access

  13

  citations
• Meta-learning Hybrid Spiking networks as physics-based nonlinear solvers for physical simulations

  2026 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

  1

  citations
• Persistent radicals in organic photonic synaptic transistors for pattern recognition of electrical and multicolor optical stimuli

  2025 Materials Horizons article Engineering Advanced Memory and Neural Computing Open access

  4

  citations
• The neurobench framework for benchmarking neuromorphic computing algorithms and systems

  2025 Nature Communications article Engineering Advanced Memory and Neural Computing Open access

  96

  citations
• Spiking neural networks for nonlinear regression of complex transient signals on sustainable neuromorphic processors

  2024 npj Unconventional Computing article Engineering Advanced Memory and Neural Computing Open access

  14

  citations
• Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models

  2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

  4

  citations
• A 22-pJ/spike 73-Mspikes/s 130k-compartment neural array transceiver with conductance-based synaptic and membrane dynamics

  2023 Frontiers in Neuroscience article Engineering Advanced Memory and Neural Computing Open access

  5

  citations
• Tailor-made synaptic dynamics based on memristive devices

  2023 Frontiers in Electronic Materials article Engineering Advanced Memory and Neural Computing Open access

  13

  citations
• Meta-learning spiking neural networks with surrogate gradient descent

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

  38

  citations
• Strategies to Control the Relaxation Kinetics of Ag‐Based Diffusive Memristors and Implications for Device Operation

  2022 Advanced Electronic Materials article Engineering Advanced Memory and Neural Computing Open access

  27

  citations
• Dynamical memristors for higher-complexity neuromorphic computing

  2022 Nature Reviews Materials review Engineering Advanced Memory and Neural Computing

  567

  citations
• Embedded Devices for Neuromorphic Time-Series Assessment

  2022 Research Explorer (The University of Manchester) review Engineering Advanced Memory and Neural Computing Open access

  667

  citations
• 2022 roadmap on neuromorphic computing and engineering

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

  0

  citations
• Unsupervised Adaptive Multi-Object Tracking-by-Clustering Algorithm With a Bio-Inspired System

  2022 IEEE Access article Computer Science Video Surveillance and Tracking Methods Open access

  7

  citations
• Utilizing the Switching Stochasticity of HfO2/TiOx-Based ReRAM Devices and the Concept of Multiple Device Synapses for the Classification of Overlapping and Noisy Patterns

  2021 Frontiers in Neuroscience article Engineering Advanced Memory and Neural Computing Open access

  35

  citations
• Variability-Aware Modeling of Filamentary Oxide-Based Bipolar Resistive Switching Cells Using SPICE Level Compact Models

  2020 IEEE Transactions on Circuits and Systems I Regular Papers article Engineering Advanced Memory and Neural Computing Open access

  139

  citations
• Nonvolatile Resistive Switching in Nanocrystalline Molybdenum Disulfide with Ion‐Based Plasticity

  2020 Advanced Electronic Materials article Engineering Advanced Memory and Neural Computing Open access

  38

  citations
• Nonvolatile Resistive Switching in Nanocrystalline Molybdenum Disulfide with Ion-Based Plasticity

  2020 RWTH Publications (RWTH Aachen) article Engineering Advanced Memory and Neural Computing Open access

  8

  citations

18 results