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SCIESCOPUS
Array-Integrated Memristor with an Interference-Suppressed Pulse Scheme for Multibit Neuromorphic and Edge Computingopen access

Noh, Minseo; Byun, Yongjin; Kim, Gimun; Park, Junhyeok; Kim, Sungjoon; Kim, Sungjun

ArticleIssue Date2025CitationACS Applied Electronic Materials, v.7, no.17, pp 8211 - 8226PublisherAmerican Chemical Society
SCIESCOPUS
Crystallization-Induced Interface Control in Poly-Si Flash for High-Accuracy Neuromorphic Inferenceopen access

Ryu, Donghyun; Park, Suyong; Kim, Gimun; Lee, Hyeon Ho; Kim, Sungjoon; Kim, Sungjun; Choi, Woo Young

ArticleIssue Date2025CitationACS Applied Electronic Materials, v.7, no.21, pp 9830 - 9837PublisherAmerican Chemical Society
SCIESCOPUS
Fully hardware-oriented physical reservoir computing using 3D vertical resistive switching memory with different bottom electrodes

Park, Jihee; Kim, Gimun; Kim, Sungjun

ArticleIssue Date2025CitationMaterials Horizons, v.12, no.14, pp 5259 - 5276PublisherRoyal Society of Chemistry
SCIESCOPUS
HfAlOx-based optical ferroelectric memristor with transparent electrode for RGB color image classification via physical reservoiropen access

Park, Woohyun; Kim, Gimun; Chae, Hyojeong; Lee, Seungjun; Kim, Sungjun

ArticleIssue Date2025CitationNano Energy, v.142, pp 1 - 12PublisherElsevier Ltd
SCIESCOPUS
Metaplasticity and Reservoir Computing in Bio-Realistic Artificial Synapses with Embedded Localized Au-Nanoparticle-Based Memristors

Mahata, Chandreswar; Kim, Gimun; So, Hyojin; Ismail, Muhammad; Hsu, Chih-Chieh; Kim, Sungjoon; Kim, Sungjun

ArticleIssue Date2025CitationAdvanced Functional Materials, v.35, no.10PublisherWiley-VCH GmbH
SCIESCOPUS
Nanolaminate Ferroelectric Transistor Enabling Wide-Reservoir In Sensor Neuromorphic Visionopen access

An, Gwangmin; Lee, Seungjun; Lee, Hyeonho; Kim, Gimun; Kim, Tae-Hyeon; Kim, Heung Soo; Chai, Yang; Kim, Sungjun

ArticleIssue Date2026CitationAdvanced Materials, v.38, no.15PublisherWiley-VCH GmbH
SCIESCOPUS
Physical reservoir computing-based online learning of HfSiOx ferroelectric tunnel junction devices for image identification

Lee, Seungjun; An, Gwangmin; Kim, Gimun; Kim, Sungjun

ArticleIssue Date2025CitationApplied Surface Science, v.689, pp 1 - 13PublisherELSEVIER
SCIESCOPUS
Reservoir Computing System with Diverse Input Patterns in HfAlO-Based Ferroelectric Memristor

Ju, Dongyeol; Noh, Minseo; Kim, Gimun; Park, Yongjin; Lee, Sejoon; Kim, Sungjun

ArticleIssue Date2024CitationACS Applied Materials & Interfaces, v.16, no.48, pp 66250 - 66261PublisherAmerican Chemical Society
SCIESCOPUS
Reset-dominant accurate synaptic weight mapping in passive memristor arrays for energy-efficient spiking neural networksopen access

Byun, Yongjin; Kim, Gimun; Kim, Sungjoon; Kim, Sungjun

ArticleIssue Date2025CitationNano Energy, v.142, pp 1 - 13PublisherELSEVIER
SCIESCOPUS
Self-Rectifying Volatile Memristor for Highly Dynamic Functions

Ju, Dongyeol; Noh, Minseo; Lee, Seungjun; Kim, Gimun; Park, Jihee; Kim, Sungjun

ArticleIssue Date2025CitationAdvanced Functional Materials, v.35, no.29PublisherWiley-VCH GmbH
SCIESCOPUS
Stochastic Yet Precise: Memristor Crossbar Arrays Enabling Robust In-Memory Computing, Hardware Security, and Generative Adversarial Networkopen access

Na, Hyesung; Kim, Jung Soo; Kim, Gimun; Choi, Jaewoo; Park, Kang Ryoung; Kim, Sungjun

ArticleIssue Date2025CitationAdvanced Functional MaterialsPublisherWiley-VCH GmbH
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