mlsanityData to 7 Oct 2026

The role of neuromorphic principles in the future of biomedicine and healthcare

arXiv 2603.27716 ↗First posted 29 Mar 2026cs.NE cs.AI q-bio.NCcited by 1

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Abstract (arXiv)

Neuromorphic engineering has matured over the past four decades and is currently experiencing explosive growth with the potential to transform biomedical engineering and neurotechnologies. Participants at the Neuromorphic Principles in Biomedicine and Healthcare (NPBH) Workshop (October 2024) -- representing a broad cross-section of the community, including early-career and established scholars, engineers, scientists, clinicians, industry, and funders -- convened to discuss the state of the field, current and future challenges, and strategies for advancing neuromorphic research and development for biomedical applications. Publicly approved recordings with transcripts (https://2024.neuro-med.org/program/session-video-and-transcripts) and slides (https://2024.neuro-med.org/program/session-slides) can be found at the workshop website.

Key facts. Cited by 1 paper in the map (data through 7 Oct 2026). Builds on 8 of its 140 references that are in the map. First posted on arXiv 29 Mar 2026.

Builds on

8 of 140 references.

References · 8

  1. 2018Large-Scale Neuromorphic Spiking Array Processors: A quest to mimic the braincited by 19
  2. 2020An electronic neuromorphic system for real-time detection of High Frequency Oscillations (HFOs) in intracranial EEGcited by 11
  3. 2025Solving Sparse Finite Element Problems on Neuromorphic Hardwarecited by 8
  4. 2024Noise-Aware Training of Neuromorphic Dynamic Device Networkscited by 5
  5. 2021Neuromorphic scaling advantages for energy-efficient random walk computationcited by 4
  6. 2025Neuromorphic Computing: A Theoretical Framework for Time, Space, and Energy Scalingcited by 4
  7. 2024Real-time Sub-milliwatt Epilepsy Detection Implemented on a Spiking Neural Network Edge Inference Processorcited by 3
  8. 2022Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applicationscited by 2

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Citing papers per year: 2026: 1.

1 paper.