Publications

86 results for Quantum Machine Learning

Quantum Neural Networks for Speech and Natural Language Processing
- - Chao-Han Huck Yang
  - Samuel Yen-Chi Chen
  - et al.
- 2021
- IJCAI 2021
Quantum computing models for artificial neural networks
- - S. Mangini
  - Francesco Tacchino
  - et al.
- 2021
- EPL
The power of quantum neural networks
- - Amira Abbas
  - David Sutter
  - et al.
- 2021
- APS March Meeting 2021
A co-design framework of neural networks and quantum circuits towards quantum advantage
- - Weiwen Jiang
  - Jinjun Xiong
  - et al.
- 2021
- Nature Communications
When Machine Learning Meets Quantum Computers: A Case Study
- - Weiwen Jiang
  - Jinjun Xiong
  - et al.
- 2021
- ASP-DAC 2021
Practical application improvement to Quantum SVM: theory to practice
- - Jae-eun Park
  - Brian Quanz
  - et al.
- 2020
- NeurIPS 2020
Quantum implementation of an artificial feed-forward neural network
- - Francesco Tacchino
  - Panagiotis Kl. Barkoutsos
  - et al.
- 2020
- Quantum Science and Technology
An quantum algorithm for feedforward neural networks tested on existing quantum hardware
- - Francesco Tacchino1
  - Dario Gerace
  - et al.
- 2020
- ESANN 2020
Variational learning for quantum artificial neural networks
- - Francesco Tacchino
  - Panagiotis Kl. Barkoutsos
  - et al.
- 2020
- QCE 2020
Quantum boosting
- - Srinivasan Arunachalam
  - Reevu Maity
- 2020
- ICML 2020