Voltage-mode reservoir computing with ferroelectric CMOS inverters

Voltage-mode reservoir computing with ferroelectric CMOS inverters

We propose reservoir computing (RC) utilizing a CMOS inverter composed of ferroelectric FETs (FeCMOS) to enhance energy efficiency and computational capability. We confirmed that the output voltage of an FeCMOS exhibits hysteresis characteristics originating from ferroelectric polarization dynamics...

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Bibliographic Details
Main Authors: Rikuo Suzuki, Kasidit Toprasertpong, Ryosho Nakane, Eishin Nako, Mitsuru Takenaka, Shinichi Takagi
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Applied Physics Express
Subjects:
reservoir computing
ferroelectric FET
edge AI
CMOS technology
time-series prediction
energy efficiency
Online Access:https://doi.org/10.35848/1882-0786/ade199
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https://doi.org/10.35848/1882-0786/ade199

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