271 citations
- Technische Universität DresdenDE5 papers
- Max Planck SocietyDE4 papers
- University College LondonGB4 papers
- Center for Scalable Data Analytics and Artificial IntelligenceDE3 papers
- Heinrich Heine University DüsseldorfDE3 papers
- Leipzig UniversityDE3 papers
- Ludwig-Maximilians-Universität MünchenDE3 papers
- Technical University of MunichDE3 papers
- University Medical Center Hamburg-EppendorfDE3 papers
- University of LausanneCH3 papers
- Boston UniversityUS2 papers
- Centre Hospitalier Universitaire Sainte-JustineCA2 papers
5 papers · 1 filter
IsUMap: Manifold Learning and Data Visualization leveraging Vietoris-Rips filtrations
Lukas Silvester Barth, Fatemeh, Fahimi +3
This work introduces IsUMap, a novel manifold learning technique that enhances data representation by integrating aspects of UMAP and Isomap with Vietoris-Rips filtrations. We pres…
SCIsegV2: A Universal Tool for Segmentation of Intramedullary Lesions in Spinal Cord Injury
Enamundram Naga Karthik, Jan Valošek, Lynn Farner +10
Spinal cord injury (SCI) is a devastating incidence leading to permanent paralysis and loss of sensory-motor functions potentially resulting in the formation of lesions within the…
Perceptions of Sentient AI and Other Digital Minds: Evidence from the AI, Morality, and Sentience (AIMS) Survey
Jacy Reese Anthis, Janet V. T. Pauketat, Ali Ladak +1
Humans now interact with a variety of digital minds, AI systems that appear to have mental faculties such as reasoning, emotion, and agency, and public figures are discussing the p…
Fuzzy simplicial sets and their application to geometric data analysis
Lukas Silvester Barth, Hannaneh Fahimi, Parvaneh Joharinad +3
In this article, we expand upon the concepts introduced by David Spivak about the relationship between the category of uber metric spaces and the category $\mathbf{sF…
Large language models surpass human experts in predicting neuroscience results
Xiaoliang Luo, Akilles Rechardt, Guangzhi Sun +36
Scientific discoveries often hinge on synthesizing decades of research, a task that potentially outstrips human information processing capacities. Large language models (LLMs) offe…