3 papers
quant-ph2025
Feedback Connections in Quantum Reservoir Computing with Mid-Circuit Measurements
Jakob Murauer, Rajiv Krishnakumar, Sabine Tornow +1
Existing approaches to quantum reservoir computing can be broadly categorized into restart-based and continuous protocols. Restart-based methods require reinitializing the quantum…
q-bio.QM2025
Extreme Learning Machines for Attention-based Multiple Instance Learning in Whole-Slide Image Classification
Rajiv Krishnakumar, Julien Baglio, Frederik F. Flöther +4
Whole-slide image classification represents a key challenge in computational pathology and medicine. Attention-based multiple instance learning (MIL) has emerged as an effective ap…
q-bio.OT2025
How quantum computing can enhance biomarker discovery
Frederik F. Flöther, Daniel Blankenberg, Maria Demidik +7
Biomarkers play a central role in medicine's gradual progress towards proactive, personalized precision diagnostics and interventions. However, finding biomarkers that provide very…