Non-linear classification capability of quantum neural networks due to emergent quantum metastability
Fuente:
arXiv
Saved in:
| Main Authors: | Boneberg, Mario, Carollo, Federico, Lesanovsky, Igor |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dissipative quantum many-body dynamics in (1+1)D quantum cellular automata and quantum neural networks
by: Boneberg, Mario, et al.
Published: (2023)
by: Boneberg, Mario, et al.
Published: (2023)
Training the classification capability of large-scale quantum cellular automata
by: Boneberg, Mario, et al.
Published: (2025)
by: Boneberg, Mario, et al.
Published: (2025)
Machine learning of quantum channels on NISQ devices
by: Cemin, Giovanni, et al.
Published: (2024)
by: Cemin, Giovanni, et al.
Published: (2024)
Inferring interpretable dynamical generators of local quantum observables from projective measurements through machine learning
by: Cemin, Giovanni, et al.
Published: (2023)
by: Cemin, Giovanni, et al.
Published: (2023)
Machine learning stochastic differential equations for the evolution of order parameters of classical many-body systems in and out of equilibrium
by: Carnazza, Francesco, et al.
Published: (2024)
by: Carnazza, Francesco, et al.
Published: (2024)
Paths towards time evolution with larger neural-network quantum states
by: Zhang, Wenxuan, et al.
Published: (2024)
by: Zhang, Wenxuan, et al.
Published: (2024)
Analysis of discrete modern Hopfield networks in open quantum system
by: Kimura, Takeshi, et al.
Published: (2024)
by: Kimura, Takeshi, et al.
Published: (2024)
Optimal quantum key distribution networks: capacitance versus security
by: Cirigliano, Lorenzo, et al.
Published: (2023)
by: Cirigliano, Lorenzo, et al.
Published: (2023)
Optimizing quantum transport via the quantum Doob transform
by: Esteve, Dolores, et al.
Published: (2025)
by: Esteve, Dolores, et al.
Published: (2025)
Dynamical heterogeneity and large deviations in the open quantum East glass model from tensor networks
by: Causer, Luke, et al.
Published: (2024)
by: Causer, Luke, et al.
Published: (2024)
Probing quantum phase transition via quantum speed limit
by: Suman, M, et al.
Published: (2023)
by: Suman, M, et al.
Published: (2023)
Non-Hermitian delocalization in 1D via emergent compactness
by: Mo, Liang-Hong, et al.
Published: (2024)
by: Mo, Liang-Hong, et al.
Published: (2024)
Correcting a noisy quantum computer using a quantum computer
by: Zhang, Pan
Published: (2025)
by: Zhang, Pan
Published: (2025)
Measurement-induced phase transitions in quantum inference problems and quantum hidden Markov models
by: Kim, Sun Woo P., et al.
Published: (2025)
by: Kim, Sun Woo P., et al.
Published: (2025)
Entanglement growth in the dark intervals of a locally monitored free-fermion chain
by: Di Fresco, Giovanni, et al.
Published: (2024)
by: Di Fresco, Giovanni, et al.
Published: (2024)
Beyond-classical computation in quantum simulation
by: King, Andrew D., et al.
Published: (2024)
by: King, Andrew D., et al.
Published: (2024)
Optimal recovery for quantum error correction
by: Kim, Sun Woo P.
Published: (2026)
by: Kim, Sun Woo P.
Published: (2026)
Computing quantum magic of state vectors
by: Sierant, Piotr, et al.
Published: (2026)
by: Sierant, Piotr, et al.
Published: (2026)
Proof of avoidability of the quantum first-order transition in transverse magnetization in quantum annealing of finite-dimensional spin glasses
by: Yamaguchi, Mizuki, et al.
Published: (2023)
by: Yamaguchi, Mizuki, et al.
Published: (2023)
The anomalously slow dynamics of inhomogeneous quantum annealing
by: Dadgar, Mohammadhossein, et al.
Published: (2025)
by: Dadgar, Mohammadhossein, et al.
Published: (2025)
Average-case quantum complexity from glassiness
by: Zlokapa, Alexander, et al.
Published: (2025)
by: Zlokapa, Alexander, et al.
Published: (2025)
Localization transitions in quadratic systems without quantum chaos
by: Lisiecki, Mateusz, et al.
Published: (2024)
by: Lisiecki, Mateusz, et al.
Published: (2024)
Robustness and classical proxy of entanglement in variants of quantum walk
by: Mastandrea, Christopher, et al.
Published: (2024)
by: Mastandrea, Christopher, et al.
Published: (2024)
Fractal structure of multipartite entanglement in monitored quantum circuits
by: Sharma, Vaibhav, et al.
Published: (2025)
by: Sharma, Vaibhav, et al.
Published: (2025)
Universal shape-dependence of quantum entanglement in disordered magnets
by: Love, Natalie, et al.
Published: (2025)
by: Love, Natalie, et al.
Published: (2025)
Proximity-measurement induced random localization in quantum fluids
by: Mohile, Pushkar, et al.
Published: (2025)
by: Mohile, Pushkar, et al.
Published: (2025)
Rydberg platform for non-ergodic chiral quantum dynamics
by: Valencia-Tortora, Riccardo J., et al.
Published: (2023)
by: Valencia-Tortora, Riccardo J., et al.
Published: (2023)
Symmetry restoration and quantum Mpemba effect in symmetric random circuits
by: Liu, Shuo, et al.
Published: (2024)
by: Liu, Shuo, et al.
Published: (2024)
Cored product codes for quantum self-correction in three dimensions
by: Roberts, Brenden, et al.
Published: (2025)
by: Roberts, Brenden, et al.
Published: (2025)
Imprints of information scrambling on eigenstates of a quantum chaotic system
by: Pain, Bikram, et al.
Published: (2025)
by: Pain, Bikram, et al.
Published: (2025)
Krylov space perturbation theory for quantum synchronization in closed systems
by: Loizeau, Nicolas, et al.
Published: (2026)
by: Loizeau, Nicolas, et al.
Published: (2026)
Observing quantum measurement collapse as a learnability phase transition
by: Agrawal, Utkarsh, et al.
Published: (2023)
by: Agrawal, Utkarsh, et al.
Published: (2023)
Wave function network description and Kolmogorov complexity of quantum many-body systems
by: Mendes-Santos, T., et al.
Published: (2023)
by: Mendes-Santos, T., et al.
Published: (2023)
Sampling diverse near-optimal solutions via algorithmic quantum annealing
by: Mohseni, Masoud, et al.
Published: (2021)
by: Mohseni, Masoud, et al.
Published: (2021)
Bath-induced Zeno localization in driven many-body quantum systems
by: Maimbourg, Thibaud, et al.
Published: (2020)
by: Maimbourg, Thibaud, et al.
Published: (2020)
Study of quantum non-locality by CHSH function and its extension in disordered fermions
by: Kuno, Yoshihito
Published: (2024)
by: Kuno, Yoshihito
Published: (2024)
Reaching states below the threshold energy in spin glasses via quantum annealing
by: Baldwin, Christopher L.
Published: (2026)
by: Baldwin, Christopher L.
Published: (2026)
Mechanism of defect formation in the quantum annealing of the random transverse-field Ising chain
by: Juhász, Róbert
Published: (2025)
by: Juhász, Róbert
Published: (2025)
False signatures of non-ergodic behavior in disordered quantum many-body systems
by: Aramthottil, Adith Sai, et al.
Published: (2025)
by: Aramthottil, Adith Sai, et al.
Published: (2025)
Krylov-space anatomy and spread complexity of a disordered quantum spin chain
by: Pain, Bikram, et al.
Published: (2026)
by: Pain, Bikram, et al.
Published: (2026)
Similar Items
-
Dissipative quantum many-body dynamics in (1+1)D quantum cellular automata and quantum neural networks
by: Boneberg, Mario, et al.
Published: (2023) -
Training the classification capability of large-scale quantum cellular automata
by: Boneberg, Mario, et al.
Published: (2025) -
Machine learning of quantum channels on NISQ devices
by: Cemin, Giovanni, et al.
Published: (2024) -
Inferring interpretable dynamical generators of local quantum observables from projective measurements through machine learning
by: Cemin, Giovanni, et al.
Published: (2023) -
Machine learning stochastic differential equations for the evolution of order parameters of classical many-body systems in and out of equilibrium
by: Carnazza, Francesco, et al.
Published: (2024)