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Nikhitha Nunavath

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#machine learning Preprint Aug 2026

End-to-End Quantum Semantic Communication with Variational Quantum Neural Networks

Results demonstrate that a trainable quantum receiver can recover task-relevant semantic information from noise-distorted quantum states and maintain high classification performance, highlighting a distinction between physical-state recovery and semantic-feature recovery.

Melek Krichen, Nikhitha Nunavath, R. Bassoli et al. · 0 citations

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