Impact of Asymmetric Weight Update on Neural Network Training With Tiki-Taka Algorithm
Lee, Chaeun, Noh, Kyungmi, Ji, Wonjae, Gokmen, Tayfun, Kim, Seyoung
Published in Frontiers in neuroscience (06.01.2022)
Published in Frontiers in neuroscience (06.01.2022)
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WOx channel engineering of Cu-ion-driven synaptic transistor array for low-power neuromorphic computing
Jeon, Seonuk, Kang, Heebum, Kwak, Hyunjeong, Noh, Kyungmi, Kim, Seungkun, Kim, Nayeon, Kim, Hyun Wook, Hong, Eunryeong, Kim, Seyoung, Woo, Jiyong
Published in Scientific reports (13.12.2023)
Published in Scientific reports (13.12.2023)
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Highly Linear and Symmetric Analog Neuromorphic Synapse Based on Metal Oxide Semiconductor Transistors with Self‐Assembled Monolayer for High‐Precision Neural Network Computation
Park, Seongmin, Seong, Suwon, Jeon, Gilsu, Ji, Wonjae, Noh, Kyungmi, Kim, Seyoung, Chung, Yoonyoung
Published in Advanced electronic materials (01.03.2023)
Published in Advanced electronic materials (01.03.2023)
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Exploiting Read Current Noise of TiOx Resistive Memory by Controlling Forming Conditions for Probabilistic Neural Network Hardware
Choi, Wooseok, Ji, Wonjae, Heo, Seongjae, Lee, Donguk, Noh, Kyungmi, Lee, Chuljun, Woo, Jiyong, Kim, Seyoung, Hwang, Hyunsang
Published in IEEE electron device letters (01.09.2022)
Published in IEEE electron device letters (01.09.2022)
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Journal Article
Exploiting Read Current Noise of TiO x Resistive Memory by Controlling Forming Conditions for Probabilistic Neural Network Hardware
Choi, Wooseok, Ji, Wonjae, Heo, Seongjae, Lee, Donguk, Noh, Kyungmi, Lee, Chuljun, Woo, Jiyong, Kim, Seyoung, Hwang, Hyunsang
Published in IEEE electron device letters (01.09.2022)
Published in IEEE electron device letters (01.09.2022)
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Attojoule Hexagonal Boron Nitride-Based Memristor for High-Performance Neuromorphic Computing
Kim, Jiye, Song, Jaesub, Kwak, Hyunjoung, Choi, Chang-Won, Noh, Kyungmi, Moon, Seokho, Hwang, Hyeonwoong, Hwang, Inyong, Jeong, Hokyeong, Choi, Si-Young, Kim, Seyoung, Kim, Jong Kyu
Published in Small (Weinheim an der Bergstrasse, Germany) (01.07.2024)
Published in Small (Weinheim an der Bergstrasse, Germany) (01.07.2024)
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A Multi-bit ECRAM-Based Analog Neuromorphic System with High-Precision Current Readout Achieving 97.3% Inference Accuracy
Um, Minseong, Kang, Minil, Eom, Kyeongho, Kwak, Hyunjeong, Noh, Kyungmi, Lee, Jimin, Son, Jeonghoon, Kwon, Jiseok, Kim, Seyoung, Lee, Hyung-Min
Published in IEEE transactions on biomedical circuits and systems (23.09.2024)
Published in IEEE transactions on biomedical circuits and systems (23.09.2024)
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Highly Linear and Symmetric Analog Neuromorphic Synapse Based on Metal Oxide Semiconductor Transistors with Self‐Assembled Monolayer for High‐Precision Neural Network Computation (Adv. Electron. Mater. 3/2023)
Park, Seongmin, Seong, Suwon, Jeon, Gilsu, Ji, Wonjae, Noh, Kyungmi, Kim, Seyoung, Chung, Yoonyoung
Published in Advanced electronic materials (01.03.2023)
Published in Advanced electronic materials (01.03.2023)
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Retention-aware zero-shifting technique for Tiki-Taka algorithm-based analog deep learning accelerator
Noh, Kyungmi, Kwak, Hyunjeong, Son, Jeonghoon, Kim, Seungkun, Um, Minseong, Kang, Minil, Kim, Doyoon, Ji, Wonjae, Lee, Junyong, Jo, HwiJeong, Woo, Jiyong, Lee, Hyung-Min, Kim, Seyoung
Published in Science advances (14.06.2024)
Published in Science advances (14.06.2024)
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Journal Article
WO x channel engineering of Cu-ion-driven synaptic transistor array for low-power neuromorphic computing
Jeon, Seonuk, Kang, Heebum, Kwak, Hyunjeong, Noh, Kyungmi, Kim, Seungkun, Kim, Nayeon, Kim, Hyun Wook, Hong, Eunryeong, Kim, Seyoung, Woo, Jiyong
Published in Scientific reports (13.12.2023)
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Published in Scientific reports (13.12.2023)
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