Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits
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arXiv
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| Main Authors: | , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
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| _version_ | 1866911290931281920 |
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| author | Yi, Zhehao Bhadani, Rahul |
| author_facet | Yi, Zhehao Bhadani, Rahul |
| contents | We find that using neural networks to generate quantum states can effectively alleviate the barren plateau phenomenon present in random variational quantum circuits. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2411_08238 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits Yi, Zhehao Bhadani, Rahul Quantum Physics We find that using neural networks to generate quantum states can effectively alleviate the barren plateau phenomenon present in random variational quantum circuits. |
| title | Neural-network Generated Quantum State Can Mitigate the Barren Plateau in Variational Quantum Circuits |
| topic | Quantum Physics |
| url | https://arxiv.org/abs/2411.08238 |