{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,8]],"date-time":"2026-09-08T07:22:10Z","timestamp":1788852130325,"version":"build-2803163510"},"publisher-location":"New York, NY, USA","reference-count":18,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,8,1]],"date-time":"2022-08-01T00:00:00Z","timestamp":1659312000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100000001","name":"NSF (National Science Foundation)","doi-asserted-by":"publisher","award":["CNS-2143120, CCF-1908992, CCF-1909509, CCF-2105972"],"award-info":[{"award-number":["CNS-2143120, CCF-1908992, CCF-1909509, CCF-2105972"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,8]]},"DOI":"10.1145\/3531437.3539719","type":"proceedings-article","created":{"date-parts":[[2022,7,16]],"date-time":"2022-07-16T18:09:25Z","timestamp":1657994965000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":19,"title":["QMLP: An Error-Tolerant Nonlinear Quantum MLP Architecture using Parameterized Two-Qubit Gates"],"prefix":"10.1145","author":[{"given":"Cheng","family":"Chu","sequence":"first","affiliation":[{"name":"Indiana University Bloomington, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nai-Hui","family":"Chia","sequence":"additional","affiliation":[{"name":"Indiana University Bloomington, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lei","family":"Jiang","sequence":"additional","affiliation":[{"name":"Indiana University Bloomington, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fan","family":"Chen","sequence":"additional","affiliation":[{"name":"Indiana University Bloomington, United States"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,8]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Quantum Machine Learning. Nature","author":"Jacob Biamonte","year":"2017","unstructured":"Jacob Biamonte 2017. Quantum Machine Learning. Nature ( 2017 ). Jacob Biamonte 2017. Quantum Machine Learning. Nature (2017)."},{"key":"e_1_3_2_1_2_1","volume-title":"Quantum Convolutional Neural Networks. Nature Physics","author":"Iris Cong","year":"2019","unstructured":"Iris Cong 2019. Quantum Convolutional Neural Networks. Nature Physics ( 2019 ). Iris Cong 2019. Quantum Convolutional Neural Networks. Nature Physics (2019)."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Suguru Endo 2021. Hybrid Quantum-Classical Algorithms and Quantum Error Mitigation. Journal of the Physical Society of Japan(2021).  Suguru Endo 2021. Hybrid Quantum-Classical Algorithms and Quantum Error Mitigation. Journal of the Physical Society of Japan(2021).","DOI":"10.7566\/JPSJ.90.032001"},{"key":"e_1_3_2_1_4_1","volume-title":"Measurement Error Mitigation in Quantum Computers through Classical Bit-Flip Correction. arXiv preprint","author":"Lena Funcke 0.","year":"2020","unstructured":"Lena Funcke 202 0. Measurement Error Mitigation in Quantum Computers through Classical Bit-Flip Correction. arXiv preprint ( 2020 ). Lena Funcke 2020. Measurement Error Mitigation in Quantum Computers through Classical Bit-Flip Correction. arXiv preprint (2020)."},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Aram\u00a0W Harrow 2009. Quantum Algorithm for Linear Systems of Equations. Physical review letters(2009).  Aram\u00a0W Harrow 2009. Quantum Algorithm for Linear Systems of Equations. Physical review letters(2009).","DOI":"10.1103\/PhysRevLett.103.150502"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"Weiwen Jiang 2021. A Co-Design Framework of Neural Networks and Quantum Circuits towards Quantum Advantage. Nature communications(2021).  Weiwen Jiang 2021. A Co-Design Framework of Neural Networks and Quantum Circuits towards Quantum Advantage. Nature communications(2021).","DOI":"10.1038\/s41467-020-20729-5"},{"key":"e_1_3_2_1_7_1","unstructured":"Y. LeCun. 1998. The MNIST Database of Handwritten Digits.  Y. LeCun. 1998. The MNIST Database of Handwritten Digits."},{"key":"e_1_3_2_1_8_1","unstructured":"pennylane. [n. d.]. PennyLane. https:\/\/pennylane.ai\/.  pennylane. [n. d.]. PennyLane. https:\/\/pennylane.ai\/."},{"key":"e_1_3_2_1_9_1","volume-title":"Data Re-uploading for A Universal Quantum Classifier. Quantum","author":"Adri\u00e1n P\u00e9rez-Salinas 0.","year":"2020","unstructured":"Adri\u00e1n P\u00e9rez-Salinas 202 0. Data Re-uploading for A Universal Quantum Classifier. Quantum ( 2020 ). Adri\u00e1n P\u00e9rez-Salinas 2020. Data Re-uploading for A Universal Quantum Classifier. Quantum (2020)."},{"key":"e_1_3_2_1_10_1","unstructured":"PyTorch. [n. d.]. PyTorch. https:\/\/pytorch.org\/.  PyTorch. [n. d.]. PyTorch. https:\/\/pytorch.org\/."},{"key":"e_1_3_2_1_11_1","volume-title":"Parameterized Two-Qubit Gates for Enhanced Variational Quantum Eigensolver. arXiv preprint","author":"Rasmussen NT","year":"2022","unstructured":"SE Rasmussen and NT Zinner . 2022. Parameterized Two-Qubit Gates for Enhanced Variational Quantum Eigensolver. arXiv preprint ( 2022 ). SE Rasmussen and NT Zinner. 2022. Parameterized Two-Qubit Gates for Enhanced Variational Quantum Eigensolver. arXiv preprint (2022)."},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"crossref","unstructured":"Maria Schuld 2014. The Quest for A Quantum Neural Network. Quantum Information Processing(2014).  Maria Schuld 2014. The Quest for A Quantum Neural Network. Quantum Information Processing(2014).","DOI":"10.1007\/s11128-014-0809-8"},{"key":"e_1_3_2_1_13_1","volume-title":"Effect of Data Encoding on the Expressive Power of Variational Quantum-Machine-Learning Models. Physical Review A","author":"Maria Schuld","year":"2021","unstructured":"Maria Schuld 2021. Effect of Data Encoding on the Expressive Power of Variational Quantum-Machine-Learning Models. Physical Review A ( 2021 ). Maria Schuld 2021. Effect of Data Encoding on the Expressive Power of Variational Quantum-Machine-Learning Models. Physical Review A (2021)."},{"key":"e_1_3_2_1_14_1","volume-title":"Stochastic Gradient Descent for Hybrid Quantum-Classical Optimization. Quantum","author":"Ryan Sweke 0.","year":"2020","unstructured":"Ryan Sweke 202 0. Stochastic Gradient Descent for Hybrid Quantum-Classical Optimization. Quantum ( 2020 ). Ryan Sweke 2020. Stochastic Gradient Descent for Hybrid Quantum-Classical Optimization. Quantum (2020)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"crossref","unstructured":"Francesco Tacchino 2019. An Artificial Neuron Implemented on An Actual Quantum Processor. npj Quantum Information(2019).  Francesco Tacchino 2019. An Artificial Neuron Implemented on An Actual Quantum Processor. npj Quantum Information(2019).","DOI":"10.1038\/s41534-019-0140-4"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"crossref","unstructured":"Francesco Tacchino 2020. Quantum Implementation of An Artificial Feed-Forward Neural Network. Quantum Science and Technology(2020).  Francesco Tacchino 2020. Quantum Implementation of An Artificial Feed-Forward Neural Network. Quantum Science and Technology(2020).","DOI":"10.1088\/2058-9565\/abb8e4"},{"key":"e_1_3_2_1_17_1","volume-title":"QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits. HPCA","author":"Hanrui Wang","year":"2022","unstructured":"Hanrui Wang 2022. QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits. HPCA ( 2022 ). Hanrui Wang 2022. QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits. HPCA (2022)."},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"crossref","unstructured":"Samson Wang and others J. 2021. Noise-Induced Brren Plateaus in Variational Quantum Algorithms. Nature communications(2021).  Samson Wang and others J. 2021. Noise-Induced Brren Plateaus in Variational Quantum Algorithms. Nature communications(2021).","DOI":"10.1038\/s41467-021-27045-6"}],"event":{"name":"ISLPED '22: ACM\/IEEE International Symposium on Low Power Electronics and Design","location":"Boston MA USA","acronym":"ISLPED '22","sponsor":["SIGDA ACM Special Interest Group on Design Automation"]},"container-title":["Proceedings of the ACM\/IEEE International Symposium on Low Power Electronics and Design"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3531437.3539719","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3531437.3539719","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T14:09:21Z","timestamp":1750169361000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3531437.3539719"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8]]},"references-count":18,"alternative-id":["10.1145\/3531437.3539719","10.1145\/3531437"],"URL":"https:\/\/doi.org\/10.1145\/3531437.3539719","relation":{},"subject":[],"published":{"date-parts":[[2022,8]]},"assertion":[{"value":"2022-08-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}