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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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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Recent Advances and Future Prospects for Memristive Materials, Devices, and Systems
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Published in ACS nano (11.07.2023)
Published in ACS nano (11.07.2023)
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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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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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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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