NO-DELAY, STOCHASTIC LIMIT CYCLE OSCILLATOR RESERVOIR COMPUTER AND RELATED METHODS

Title:

NO-DELAY, STOCHASTIC LIMIT CYCLE OSCILLATOR RESERVOIR COMPUTER AND RELATED METHODS

Document Type and Number:

WIPO Patent Application WO/2024/054715

Kind Code:

A3

Abstract:

Various examples are provided related to reservoir computing. In one example, a physical reservoir computer includes processing circuitry having an input layer; a reservoir comprising a forced limit-cycle oscillator, the reservoir implemented without delay or feedback; and a readout layer. The forced limit-cycle oscillator can include a Hopf oscillator or a Lorenz oscillator. The processing circuitry can include analog processing circuitry, optoelectronic circuitry, or other appropriate processing circuitry.

Inventors:

PERKINS EDMON (US)
SHOUGAT MD RAF E UL (US)
LI XIAOFU (US)
MOLLIK TUSHAR (US)

Application Number:

PCT/US2023/070046

Publication Date:

April 25, 2024

Filing Date:

July 12, 2023

Export Citation:

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Assignee:

UNIV NORTH CAROLINA STATE (US)

International Classes:

G06N3/044; G06N3/08; G06N20/00

Attorney, Agent or Firm:

THOMAS HORSTEMEYER LLP (US)

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