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researcher

Shumpei Kobayashi

2 papers hereh-index 474 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • quant-ph2
same name
  • Shumpei Kobayashi — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

quant-ph2024

Coherence influx is indispensable for quantum reservoir computing

Shumpei Kobayashi, Quoc Hoan Tran, Kohei Nakajima

Echo state property (ESP) is a fundamental property that allows an input-driven dynamical system to perform information processing tasks. Recently, extensions of ESP to potentially…

quant-ph2024

Extending echo state property for quantum reservoir computing

Shumpei Kobayashi, Quoc Hoan Tran, Kohei Nakajima

The echo state property (ESP) represents a fundamental concept in the reservoir computing (RC) framework that ensures output-only training of reservoir networks by being agnostic t…

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