Quantum Long Short-Term Memory

3 September 2020

Papers citing "Quantum Long Short-Term Memory"

24 / 24 papers shown

Title
Quantum RNNs and LSTMs Through Entangling and Disentangling Power of Unitary Transformations Ammar Daskin 26 0 0 10 May 2025
Learning to Learn with Quantum Optimization via Quantum Neural Networks Kuan-Cheng Chen Hiromichi Matsuyama Wei-Hao Huang 32 1 0 01 May 2025
Hybrid Quantum Recurrent Neural Network For Remaining Useful Life Prediction Olga Tsurkan Aleksandra Konstantinova Aleksandr Sedykh Dmitrii Zhiganov Arsenii Senokosov Daniil Tarpanov Matvei Anoshin Leonid Fedichkin 29 0 0 29 Apr 2025
Evaluating Effects of Augmented SELFIES for Molecular Understanding Using QK-LSTM Collin Beaudoin Swaroop Ghosh 49 0 0 29 Apr 2025
Quantum Recurrent Neural Networks with Encoder-Decoder for Time-Dependent Partial Differential Equations Yuan Chen Abdul Khaliq Khaled M. Furati AI4CE 61 0 0 20 Feb 2025
Q-SCALE: Quantum computing-based Sensor Calibration for Advanced Learning and Efficiency Lorenzo Bergadano Andrea Ceschini Pietro Chiavassa E. Giusto B. Montrucchio Massimo Panella A. Rosato 23 0 0 03 Oct 2024
Exploring Quantum-Enhanced Machine Learning for Computer Vision: Applications and Insights on Noisy Intermediate-Scale Quantum Devices Purnachandra Mandadapu 48 0 0 01 Apr 2024
Photovoltaic power forecasting using quantum machine learning Asel Sagingalieva Stefan Komornyik Arsenii Senokosov Ayush Joshi Alexander Sedykh Christopher Mansell Olga Tsurkan 55 8 0 27 Dec 2023
Density Matrix Emulation of Quantum Recurrent Neural Networks for Multivariate Time Series Prediction José Daniel Viqueira Daniel Faílde M. M. Juane Andrés Gómez David Mera 28 5 0 31 Oct 2023
Shot Optimization in Quantum Machine Learning Architectures to Accelerate Training Koustubh Phalak Swaroop Ghosh 39 5 0 21 Apr 2023
Quantum deep Q learning with distributed prioritized experience replay Samuel Yen-Chi Chen BDL 31 6 0 19 Apr 2023
Reservoir Computing via Quantum Recurrent Neural Networks Samuel Yen-Chi Chen D. Fry Amol Deshmukh V. Rastunkov Charlee Stefanski 21 16 0 04 Nov 2022
Quantum Natural Language Generation on Near-Term Devices Amin Karamlou Marcel Pfaffhauser James R. Wootton 47 11 0 01 Nov 2022
QNet: A Quantum-native Sequence Encoder Architecture Wei-Yen Day Hao-Sheng Chen Min Sun 21 0 0 31 Oct 2022
Quantum deep recurrent reinforcement learning Samuel Yen-Chi Chen 50 18 0 26 Oct 2022
Quantum Machine Learning for Material Synthesis and Hardware Security Collin Beaudoin Satwik Kundu R. Topaloglu Swaroop Ghosh 27 5 0 16 Aug 2022
Rapid training of quantum recurrent neural networks M. Siemaszko A. Buraczewski Bertrand Le Saux Magdalena Stobiñska 27 9 0 01 Jul 2022
Quantum Self-Attention Neural Networks for Text Classification Guangxi Li Xuanqiang Zhao Xin Wang GNN 24 50 0 11 May 2022
Classical Simulation of Variational Quantum Classifiers using Tensor Rings Dheeraj Peddireddy V. Bansal Vaneet Aggarwal 18 11 0 21 Jan 2022
Towards Efficient Ansatz Architecture for Variational Quantum Algorithms Anbang Wu Gushu Li Yuke Wang Boyuan Feng Yufei Ding Yuan Xie 22 9 0 26 Nov 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 50 81 0 13 Oct 2021
Variational Quantum Reinforcement Learning via Evolutionary Optimization Samuel Yen-Chi Chen Chih-Min Huang Chia-Wei Hsing H. Goan Y. Kao 38 82 0 01 Sep 2021
Federated Quantum Machine Learning Samuel Yen-Chi Chen Shinjae Yoo FedML AI4CE 19 117 0 22 Mar 2021
Decentralizing Feature Extraction with Quantum Convolutional Neural Network for Automatic Speech Recognition Chao-Han Huck Yang Jun Qi Samuel Yen-Chi Chen Pin-Yu Chen Sabato Marco Siniscalchi Xiaoli Ma Chin-Hui Lee FedML 36 124 0 26 Oct 2020