Roberta Zambrini
- IFISC (CSIC-UIB)
- Campus Universitat de les Illes Balears E-07122 Palma de Mallorca. Spain
- Oficina 206
- +34 971 25 95 19
- Contact
- Pàgina web: http://ifisc.uib-csic.es/~roberta
Perfil
Present research interests: complex quantum systems, open quantum systems, quantum networks, quantum networks, quantum machine learning
UIB page: https://www.uib.cat/personal/ABjIxOTcwNg/
UIB page: https://www.uib.cat/personal/ABjIxOTcwNg/
Publicacions recents
Metastable quantum entrainment
Cabot, Albert; Giorgi, Gian Luca; Zambrini, RobertaNew Journal of Physics 23, 103017 (2021)
Quantum reservoir computing in bosonic networks
Mujal, Pere; Nokkala, Johannes; Martinez-Peña, Rodrigo; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, RobertaEmerging Topics in Artificial Intelligence (ETAI) 2021, SPIE, International Society for Optics and Photonics, 11804, 20-29 (2021)
Dynamical phase transitions in quantum reservoir computing
Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, RobertaPhysical Review Letters 127, 100502 (1-7) (2021)
High-Performance Reservoir Computing With Fluctuations in Linear Networks
Nokkala, Johannes; Martínez-Peña, Rodrigo; Zambrini, Roberta; Soriano, Miguel C.IEEE Transactions on Neural Networks and Learning Systems , (2021)
Opportunities in Quantum Reservoir Computing and Extreme Learning Machines
Mujal, Pere; Martínez-Peña, Rodrigo; Nokkala, Johannes; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, RobertaAdvanced Quantum Technologies , 2100027 (2021)
Projectes de recerca recents i vigents
QuaResC
Quantum machine learning using reservoir computing
I.P.: Miguel C. Soriano, Roberta Zambrini
The QuaResC project engages in a new collaboration UIB and CSIC researchers at IFISC with the objective to address an interdisciplinary topic between artificial intelligence and quantum physics: quantum machine learning using ...
QUAREC
Machine learning with quantum reservoir computing
I.P.: Roberta Zambrini
Project funded by the government of the Balearic Islands with the goal of extending Reservoir Computing into the quantum domain. The project is mainly theoretical/numerical, but also deals with the identification of ...
QTEP
Quantum Technologies Platform
I.P.: Llorenç Serra, Roberta Zambrini
QTEP is a CSIC Interdisciplinary Thematic Platform (PTI). The reference for QTEP is the quantum technologies community that organizes around the Flagship (http://qt.eu) and the Quantum Community Network. This community works on ...