On the explainability of quantum neural networks based on variational
quantum circuits

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On the explainability of quantum neural networks based on variational quantum circuits

12 January 2023

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Papers citing "On the explainability of quantum neural networks based on variational quantum circuits"

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Title
Quantum Neural Networks: Concepts, Applications, and Challenges Yunseok Kwak Won Joon Yun Soyi Jung Joongheon Kim 46 61 0 02 Aug 2021
Fock State-enhanced Expressivity of Quantum Machine Learning Models Beng Yee Gan Daniel Leykam D. Angelakis 72 28 0 12 Jul 2021
A Leap among Quantum Computing and Quantum Neural Networks: A Survey F. V. Massoli Lucia Vadicamo Giuseppe Amato Fabrizio Falchi 55 32 0 06 Jul 2021
Universal Approximation Property of Quantum Machine Learning Models in Quantum-Enhanced Feature Spaces Takahiro Goto Quoc Hoan Tran Kohei Nakajima 60 69 0 01 Sep 2020
The Kolmogorov-Arnold representation theorem revisited Johannes Schmidt-Hieber 57 137 0 31 Jul 2020
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI Erico Tjoa Cuntai Guan XAI 110 1,451 0 17 Jul 2019
Explainable Neural Networks based on Additive Index Models J. Vaughan Agus Sudjianto Erind Brahimi Jie Chen V. Nair 57 106 0 05 Jun 2018
Explaining Explanations: An Overview of Interpretability of Machine Learning Leilani H. Gilpin David Bau Ben Z. Yuan Ayesha Bajwa Michael A. Specter Lalana Kagal XAI 97 1,862 0 31 May 2018
A Simple Quantum Neural Net with a Periodic Activation Function Ammar Daskin 42 24 0 20 Apr 2018
Minimax Lower Bounds for Ridge Combinations Including Neural Nets Jason M. Klusowski Andrew R. Barron 77 22 0 09 Feb 2017