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06/08/2020
An Ensemble Approach for Compressive Sensing with Quantum
We leverage the idea of a statistical ensemble to improve the quality of...
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01/31/2020
A Hybrid Quantum enabled RBM Advantage: Convolutional Autoencoders For Quantum Image Compression and Generative Learning
Understanding how the D-Wave quantum computer could be used for machine ...
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01/01/2020
Reinforcement Quantum Annealing: A Quantum-Assisted Learning Automata Approach
We introduce the reinforcement quantum annealing (RQA) scheme in which a...
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09/12/2019
Exploring the Behavior of Coherent Accelerator Processor Interface (CAPI) on IBM Power8+ Architecture and FlashSystem 900
The Coherent Accelerator Processor Interface (CAPI) is a general term fo...
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03/06/2019
SAT-based Compressive Sensing
We propose to reduce the original problem of compressive sensing to the ...
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01/01/2019