Non-Markovianity and memory enhancement in quantum reservoir computing
Abstract Featuring memory of past inputs is a fundamental requirement for machine learning models processing time-dependent data. In quantum reservoir computing, all architectures proposed so far rely on Markovian dynamics, which, as we prove, inherently lead to an exponential decay of past informat...
Na minha lista:
| Principais autores: | , , , |
|---|---|
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Nature Portfolio
2026-05-01
|
| coleção: | npj Quantum Information |
| Acesso em linha: | https://doi.org/10.1038/s41534-026-01257-4 |
| Tags: |
Sem tags, seja o primeiro a adicionar uma tag!
|