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Quantum-Mechanical Model of Neural Network Elementsстатья
- Авторы: Novoselov A.A., Pavlovsky O.V.
- Журнал: Physics of Atomic Nuclei
- Том: 83
- Номер: 12
- Год издания: 2020
- Издательство: Pleiades Publishing, Ltd
- Местоположение издательства: Road Town, United Kingdom
- DOI: 10.1134/S106377882011006X
- Аннотация: A model of a neural-network-like quantum-mechanical system is considered. The role of neurons is played by quantum-mechanical particles which evolve under the action of an external double-well potential. An instanton is used as a spike. Neurons are connected by the interaction potential . The connection is directional owing to asymmetry of the interaction potential. The system is investigated by the path integral Monte Carlo (PIMC) method. It is shown that with a certain choice of parameters in this system it is possibleto transfer activity in long chains of neurons.
- Добавил в систему: Павловский Олег Владимирович