Implementation of Convolutional Neural Networks in Memristor Crossbar Arrays with Binary Activation and Weight Quantization
Park, Jinwoo, Kim, Sungjoon, Song, Min Suk, Youn, Sangwook, Kim, Kyuree, Kim, Tae-Hyeon, Kim, Hyungjin
Published in ACS applied materials & interfaces (10.01.2024)
Published in ACS applied materials & interfaces (10.01.2024)
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Journal Article
Multilevel switching memristor by compliance current adjustment for off-chip training of neuromorphic system
Kim, Tae-Hyeon, Kim, Sungjoon, Hong, Kyungho, Park, Jinwoo, Hwang, Yeongjin, Park, Byung-Gook, Kim, Hyungjin
Published in Chaos, solitons and fractals (01.12.2021)
Published in Chaos, solitons and fractals (01.12.2021)
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Journal Article
Threshold learning algorithm for memristive neural network with binary switching behavior
Youn, Sangwook, Hwang, Yeongjin, Kim, Tae-Hyeon, Kim, Sungjoon, Hwang, Hwiho, Park, Jinwoo, Kim, Hyungjin
Published in Neural networks (01.08.2024)
Published in Neural networks (01.08.2024)
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Journal Article
Enhanced Reliability and Self‐Compliance of Synaptic Arrays for Multibit Encoded Neuromorphic Systems
Kim, Sungjoon, Ji, Hyeonseung, Kim, Sungjun, Choi, Woo Young
Published in Advanced electronic materials (05.09.2024)
Published in Advanced electronic materials (05.09.2024)
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Journal Article
Stacked NbOx-based selector and ZrOx-based resistive memory for high-density crossbar array applications
Cho, Youngboo, Heo, Jungang, Kim, Sungjoon, Kim, Sungjun
Published in Surfaces and interfaces (01.10.2023)
Published in Surfaces and interfaces (01.10.2023)
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Journal Article
Low-fluctuation nonlinear model using incremental step pulse programming with memristive devices
Lee, Geun Ho, Kim, Tae-Hyeon, Youn, Sangwook, Park, Jinwoo, Kim, Sungjoon, Kim, Hyungjin
Published in Chaos, solitons and fractals (01.05.2023)
Published in Chaos, solitons and fractals (01.05.2023)
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Journal Article
Remote tactile sensing system integrated with magnetic synapse
Oh, Sunjong, Jung, Youngdo, Kim, Seonggi, Kim, SungJoon, Hu, Xinghao, Lim, Hyuneui, Kim, CheolGi
Published in Scientific reports (05.12.2017)
Published in Scientific reports (05.12.2017)
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Journal Article
3-bit multilevel operation with accurate programming scheme in TiO x /Al 2 O 3 memristor crossbar array for quantized neuromorphic system
Kim, Tae-Hyeon, Lee, Jaewoong, Kim, Sungjoon, Park, Jinwoo, Park, Byung-Gook, Kim, Hyungjin
Published in Nanotechnology (16.07.2021)
Published in Nanotechnology (16.07.2021)
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Journal Article
Nitrogen doping effect on InGaZnO-based artificial synapse for implementing reservoir computing and SVHN dataset pattern recognition
Mahata, Chandreswar, So, Hyojin, Ju, Dongyeol, Ismail, Muhammad, Kim, Sungjoon, Hsu, Chih-Chieh, Park, Kyungchul, Kim, Sungjun
Published in Nano energy (01.10.2024)
Published in Nano energy (01.10.2024)
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Journal Article
Effect of Program Error in Memristive Neural Network With Weight Quantization
Kim, Tae-Hyeon, Kim, Sungjoon, Hong, Kyungho, Park, Jinwoo, Youn, Sangwook, Lee, Jong-Ho, Park, Byung-Gook, Kim, Hyungjin
Published in IEEE transactions on electron devices (01.06.2022)
Published in IEEE transactions on electron devices (01.06.2022)
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Journal Article
Electrochemical Reduction of Nitrates on CoO Nanoclusters‐Functionalized Graphene with Highest Mass Activity and Nearly 100% Selectivity to Ammonia
Kani, Nishithan C., Nguyen, Ngoc Hoang Lan, Markel, Kyle, Bhawnani, Rajan R., Shindel, Benjamin, Sharma, Kartikey, Kim, Sungjoon, Dravid, Vinayak P., Berry, Vikas, Gauthier, Joseph A., Singh, Meenesh R.
Published in Advanced energy materials (01.05.2023)
Published in Advanced energy materials (01.05.2023)
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Journal Article
Graphene Chemeo‐Phononics for Biosensor Applications: An Interfacial Raman Transducer
Keisham, Bijentimala, Kim, Sungjoon, Cotts, Sheldon, Berry, Vikas
Published in Advanced materials interfaces (01.10.2022)
Published in Advanced materials interfaces (01.10.2022)
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Journal Article
Thin film charged particle detectors
Kim, Sungjoon, Berry, Vikas, Metcalfe, Jessica, Sumant, Anirudha V.
Published in Journal of instrumentation (01.07.2023)
Published in Journal of instrumentation (01.07.2023)
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Journal Article
Effect of weight overlap region on neuromorphic system with memristive synaptic devices
Lee, Geun Ho, Kim, Tae-Hyeon, Song, Min Suk, Park, Jinwoo, Kim, Sungjoon, Hong, Kyungho, Kim, Yoon, Park, Byung-Gook, Kim, Hyungjin
Published in Chaos, solitons and fractals (01.04.2022)
Published in Chaos, solitons and fractals (01.04.2022)
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Journal Article
The Cancer Cell Line Encyclopedia enables predictive modelling of anticancer drug sensitivity
BARRETINA, Jordi, CAPONIGRO, Giordano, REDDY, Anupama, LIU, Manway, MURRAY, Lauren, BERGER, Michael F, MONAHAN, John E, MORAIS, Paula, MELTZER, Jodi, KOREJWA, Adam, JANE-VALBUENA, Judit, MAPA, Felipa A, STRANSKY, Nicolas, THIBAULT, Joseph, BRIC-FURLONG, Eva, RAMAN, Pichai, SHIPWAY, Aaron, ENGELS, Ingo H, CHENG, Jill, YU, Guoying K, JIANJUN YU, ASPESI, Peter, DE SILVA, Melanie, VENKATESAN, Kavitha, JAGTAP, Kalpana, JONES, Michael D, LI WANG, HATTON, Charles, PALESCANDOLO, Emanuele, GUPTA, Supriya, MAHAN, Scott, SOUGNEZ, Carrie, ONOFRIO, Robert C, LIEFELD, Ted, MARGOLIN, Adam A, MACCONAILL, Laura, WINCKLER, Wendy, REICH, Michael, NANXIN LI, MESIROV, Jill P, GABRIEL, Stacey B, GETZ, Gad, ARDLIE, Kristin, CHAN, Vivien, MYER, Vic E, KIM, Sungjoon, WEBER, Barbara L, PORTER, Jeff, WARMUTH, Markus, FINAN, Peter, HARRIS, Jennifer L, MEYERSON, Matthew, GOLUB, Todd R, MORRISSEY, Michael P, SELLERS, William R, SCHLEGEL, Robert, WILSON, Christopher J, LEHAR, Joseph, KRYUKOV, Gregory V, SONKIN, Dmitriy
Published in Nature (London) (29.03.2012)
Published in Nature (London) (29.03.2012)
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