Probabilistic quantum memories.
@article{Trugenberger2000ProbabilisticQM, title={Probabilistic quantum memories.}, author={Carlo A. Trugenberger}, journal={Physical review letters}, year={2000}, volume={87 6}, pages={ 067901 }, url={https://api.semanticscholar.org/CorpusID:23325931} }
A model of a quantum memory that solves both problems: the storage capacity is exponential in the number of qbits and thus optimal, and the retrieval mechanism is probabilistic, with postselection of the measurement result.
114 Citations
Non-unitary Quantum Associative Memory
- 2017
Computer Science, Physics
A nonunitary quantum memory retrieval algorithm is proposed that is used to recover incomplete input information and also in pattern classification task as an ensemble of memories.
Quantum Pattern Recognition
- 2002
Computer Science, Physics
This model solves the well-known capacity shortage problem of classical associative memories, providing a large improvement in capacity.
Parametric Probabilistic Quantum Memory
- 2020
Computer Science, Physics
A Weightless Neural Node Based on a Probabilistic Quantum Memory
- 2010
Computer Science, Physics
A new model of a quantum weightless neural node with a probabilistic quantum memory proposed by Trugen berger is defined, where one can store patterns with only quantum bits (qbits) and the memory of the node does not grow exponentially with the number of inputs.
High-Capacity Quantum Associative Memories
- 2015
Physics, Computer Science
Probabilistic quantum memories, that make use of postselection of the measurement result of control qubits, overcome the famed linear storage limitation of their classical counterparts because they permit to completely eliminate crosstalk and spurious memories.
A WNN model based on Probabilistic Quantum Memories
- 2019
Computer Science, Physics
This work presents the first evaluation of a quantum weight-less neural networks on public benchmark datasets and conducts classical experiments using an equivalent classical description of the Probabilist Quantum Memory algorithm.
Comment on "Probabilistic quantum memories".
- 2003
Physics
It is shown that Trugenberger's scheme is no better than one where the quantum register is replaced with a classical one of equal size and that the Holevo bound and more recent bounds on "quantum random access codes" pretty much rule out powerful memories based on quantum states.
Alpha-Beta Hybrid Quantum Associative Memory Using Hamming Distance
- 2022
Physics, Computer Science
A quantum associative memory (Alpha-Beta HQAM) that uses the Hamming distance for pattern recovery and is initially stored in the memory as a quantum superposition in order to take advantage of its properties.
Phase transitions in quantum pattern recognition.
- 2002
Physics
It is shown that the associative memory undergoes a phase transition from a disordered, high-temperature phase with no correlation between input and output to an ordered, low-tem temperature phase with minimal input-output Hamming distance.
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Computer Science, Physics
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