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#nisq News & Analysis

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

4 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.

AIBullisharXiv – CS AI · May 116/10
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Gated QKAN-FWP: Scalable Quantum-inspired Sequence Learning

Researchers propose gated QKAN-FWP, a quantum-inspired machine learning framework that combines Fast Weight Programmers with quantum-inspired Kolmogorov-Arnold Networks using single-qubit circuits. The model achieves superior performance on time-series forecasting tasks with 12.5k parameters while maintaining compatibility with current NISQ quantum processors, demonstrating practical viability for near-term quantum computing applications.

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.