Nociceptor‐Enhanced Spike‐Timing‐Dependent Plasticity in Memristor with Coexistence of Filamentary and Non‐Filamentary Switching (Adv. Mater. Technol. 19/2024)

Artificial Synapses In article number 2400440, Sungjun Kim, Dongyeol Ju, and Jungwoo Lee show that the coexistence of nonfilamentary and filamentary switching in the Pt/TaOx/TiOx/TiN device enables the realization of the functions of artificial nociceptors and synapses. Additionally, the linkage between artificial nociceptors and synapses is proposed based on injury-enhanced spike-time-dependent plasticity. This study underscores the potential of memristor in neuromorphic computing, providing a framework for simulating nociceptors, synapses, and learning principles.

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Publication Details

Journal
Advanced Materials Technologies
Published
2024-10-01
DOI
https://doi.org/10.1002/admt.202470091
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
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article

Nociceptor‐Enhanced Spike‐Timing‐Dependent Plasticity in Memristor with Coexistence of Filamentary and Non‐Filamentary Switching (Adv. Mater. Technol. 19/2024)

Jungwoo Lee, Sungjun Kim, Dongyeol Ju
Advanced Materials Technologies
Advanced Memory and Neural Computing
article

Nociceptor‐Enhanced Spike‐Timing‐Dependent Plasticity in Memristor with Coexistence of Filamentary and Non‐Filamentary Switching (Adv. Mater. Technol. 19/2024)

Jungwoo Lee, Sungjun Kim, Dongyeol Ju
article en

Abstract

Artificial Synapses In article number 2400440, Sungjun Kim, Dongyeol Ju, and Jungwoo Lee show that the coexistence of nonfilamentary and filamentary switching in the Pt/TaOx/TiOx/TiN device enables the realization of the functions of artificial nociceptors and synapses. Additionally, the linkage between artificial nociceptors and synapses is proposed based on injury-enhanced spike-time-dependent plasticity. This study underscores the potential of memristor in neuromorphic computing, providing a framework for simulating nociceptors, synapses, and learning principles.

Advanced Materials TechnologiesVol. 9(19)
Dongguk University (KR)
Openalex Percentile: Top 71%
Advanced Memory and Neural Computing
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