#nisq News & Analysis

3 articles tagged with #nisq. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

3 articles

AINeutralarXiv – CS AI · Mar 167/10

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Embedded Quantum Machine Learning in Embedded Systems: Feasibility, Hybrid Architectures, and Quantum Co-Processors

Research paper explores embedded quantum machine learning (EQML) feasibility for edge devices like IoT nodes and drones by 2026. The study identifies hybrid workflows and embedded quantum co-processors as the most viable implementation pathways, while highlighting major barriers including latency, data encoding overhead, and energy constraints.

AINeutralarXiv – CS AI · Mar 37/104

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Implementing Pearl's $\mathcal{DO}$-Calculus on Quantum Circuits: A Simpson-Type Case Study on NISQ Hardware

Researchers have developed a method to implement Pearl's causal inference framework (DO-calculus) on quantum circuits, mapping causal networks to quantum hardware through 'circuit surgery.' The approach was successfully demonstrated on IonQ's quantum processor using a healthcare model, showing agreement with classical baselines.

AIBullisharXiv – CS AI · Mar 36/109

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QANTIS: A Hardware-Validated Quantum Platform for POMDP Planning and Multi-Target Data Association

QANTIS is a hardware-validated quantum computing platform that demonstrates quadratic improvements in autonomous navigation planning problems and multi-target data association tasks. The research shows successful implementation on IBM quantum hardware, achieving 5.1x amplification of rare observation probabilities while maintaining Bayesian posterior accuracy.