VPNET: Variable Projection Networks

• Hybrid knowledge- and data-driven modelling for robust spike detection and sorting in human C-fiber microneurography

  2026 Scientific Reports article Neuroscience Neuroscience and Neural Engineering Open access

  0

  citations
• A Hybrid Knowledge- and Data-driven Model for Automatic Assessment of Chemically Induced Spiking Patterns in C-fiber Microneurography

  2025 Research Square preprint Medicine Pain Mechanisms and Treatments Open access

  0

  citations
• A Hybrid Knowledge- and Data-driven Model for Automatic Assessment of Induced Spiking Patterns in C-fiber Microneurography: Methodological Development

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neuroscience and Neural Engineering Open access

  0

  citations
• Supervised spike sorting feasibility of noisy single-electrode extracellular recordings: Systematic study of human C-nociceptors recorded via microneurography

  2025 PLoS ONE article Neuroscience Neuroscience and Neural Engineering Open access

  3

  citations
• Explainable Spike Detection Algorithm on C-fiber Microneurography Data using Weighted Hermite Variable Projection Neural Networks

  2025 conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  1

  citations
• Supervised Spike Sorting Feasibility of Noisy Single-Electrode Extracellular Recordings: Systematic Study of Human C-Nociceptors recorded via Microneurography

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Neuroscience and Neural Engineering Open access

  2

  citations

6 results