In-sensor computing using Ti3C2Tx MXene memristor crossbar arrays for wearable electronics DOI
Jeny Gosai, Mansi Patel,

Anjalee Gosai

et al.

Flexible and Printed Electronics, Journal Year: 2024, Volume and Issue: 9(4), P. 045013 - 045013

Published: Dec. 1, 2024

Abstract The potential of memristor systems in sensing, storing, and processing signals make them highly efficient ideal for power-efficient, comfortable wearable in-sensor computing applications. In this work, we demonstrate a 3 × crossbar array based on Ti C 2 T x MXene with non-volatile characteristics, exhibiting an ON/OFF ratio ∼10 . This -based also showcases remarkable synaptic properties. Additionally, achieve near perfect accuracy pattern training after just 9 epochs as well retaining ability even 24 h. A notable feature these arrays is their to integrate storage, capabilities, demonstrated real-time muscle monitoring healthcare device. multi-channel surface electromyography data was recorded using the MXene-based track forearm movements during series distinct hand gestures. These findings open up exciting possibilities development adaptable flexible memristive arrays, which hold great promise advanced neuromorphic computing,

Language: Английский

In-sensor computing using Ti3C2Tx MXene memristor crossbar arrays for wearable electronics DOI
Jeny Gosai, Mansi Patel,

Anjalee Gosai

et al.

Flexible and Printed Electronics, Journal Year: 2024, Volume and Issue: 9(4), P. 045013 - 045013

Published: Dec. 1, 2024

Abstract The potential of memristor systems in sensing, storing, and processing signals make them highly efficient ideal for power-efficient, comfortable wearable in-sensor computing applications. In this work, we demonstrate a 3 × crossbar array based on Ti C 2 T x MXene with non-volatile characteristics, exhibiting an ON/OFF ratio ∼10 . This -based also showcases remarkable synaptic properties. Additionally, achieve near perfect accuracy pattern training after just 9 epochs as well retaining ability even 24 h. A notable feature these arrays is their to integrate storage, capabilities, demonstrated real-time muscle monitoring healthcare device. multi-channel surface electromyography data was recorded using the MXene-based track forearm movements during series distinct hand gestures. These findings open up exciting possibilities development adaptable flexible memristive arrays, which hold great promise advanced neuromorphic computing,

Language: Английский

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