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09/26/2019
Information Scrambling in Quantum Neural Networks
Quantum neural networks are one of the promising applications for near-t...
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05/10/2019
Mutual Information Scaling and Expressive Power of Sequence Models
Sequence models assign probabilities to variable-length sequences such a...
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05/26/2018
Deep Learning Topological Invariants of Band Insulators
In this work we design and train deep neural networks to predict topolog...
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05/26/2018