[2603.27716] The role of neuromorphic principles in the future of biomedicine and healthcare

Computer Science > Neural and Evolutionary Computing arXiv:2603.27716 (cs) [Submitted on 29 Mar 2026] Title:The role of neuromorphic principles in the future of biomedicine and healthcare Authors:Grace M. Hwang, Jessica D. Falcone, Joseph D. Monaco, Courtney R. Pinard, Jessica A. Mollick, Roger L. Miller, Stephanie L. Gage, Andrey V. Kanaev, Margaret Kim, R. Ale Lukaszew, Steven M. Zehnder, David Rampulla View a PDF of the paper titled The role of neuromorphic principles in the future of biomedicine and healthcare, by Grace M. Hwang and 11 other authors View PDF Abstract: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 (this https URL) and slides (this https URL) can be found at the workshop website. Comments: Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Neurons and Cognition (q-bio.NC) Cite as: arXiv:2603.27716 [cs.N...