Quantum Boltzmann Machines and Their Training
Quantum Boltzmann machines extend Boltzmann machines with quantum terms. How they are trained, possible uses and current challenges.
BasicsAlgorithmsHardwareError CorrectionCryptographyMachine LearningInformation TheoryPhysics & SimulationApplicationsIndustry & Careers
Tagged: Artificial Intelligence
110 articles
Quantum Reduction Techniques Between Problems
Reductions show that solving one problem would solve another. How reductions are used in quantum complexity theory and algorithm design.
Quantum Optical Computing: Photons as Carriers
Quantum optical computing uses photons as qubits. Principles of quantum optics, optical gates, algorithms, challenges and error correction.
Quantum Signal Processing: Polynomials From Rotations
Quantum signal processing builds polynomial transformations from sequences of qubit rotations. How it underlies modern quantum algorithms.
Quantum Coherent Computing and Coherence Budgets
Quantum coherent computing relies on keeping qubits coherent long enough to finish a computation. How coherence limits algorithms and applications.
Quantum Spin Networks: Graphs of Quantum Geometry
Spin networks are graphs labeled by spins. They appear in quantum gravity and in quantum information. Properties, uses and experimental work.
Quantum Computational Networks and Their Models
Models of quantum computational networks: how processors and links are combined, and uses in cryptography, optimization and cloud computing.
Quantum Pushdown Automata: Stacks Meet Qubits
Quantum pushdown automata add a stack to quantum finite automata. Their formal definition, operations and comparison with classical pushdown automata.
Donor-Based Quantum Computing in Silicon
Donor-based quantum computing uses single phosphorus or other donor atoms in silicon as qubits. How they are placed, controlled and scaled.
Quantum Annealers: What the Hardware Actually Does
What quantum annealers such as D-Wave’s physically do, how they differ from gate-based computers, and what real use cases show about their limits.
Quantum Phase Slip Junctions: The Dual of Josephson
Quantum phase slip junctions are the dual of Josephson junctions in superconducting nanowires. Their physics and possible uses.
Quantum Transistors: Switching One Electron at a Time
Single-electron and quantum transistors switch using tunneling and discrete charge. How they work, their applications and challenges.
