Hasil Pencarian - Dongseok Kwon

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  1. 1
    NAND Flash Based Novel Synaptic Architecture for Highly Robust and High-Density Quantized Neural Networks With Binary Neuron Activation of (1, 0)

    NAND Flash Based Novel Synaptic Architecture for Highly Robust and High-Density Quantized Neural Networks With Binary Neuron Activation of (1, 0) oleh Sung-Tae Lee, Dongseok Kwon, Hyeongsu Kim, Honam Yoo, Jong-Ho Lee

    Diterbitkan 2020-01-01
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  2. 2
    Toward Optimized In‐Memory Reinforcement Learning: Leveraging 1/f Noise of Synaptic Ferroelectric Field‐Effect‐Transistors for Efficient Exploration

    Toward Optimized In‐Memory Reinforcement Learning: Leveraging 1/f Noise of Synaptic Ferroelectric Field‐Effect‐Transistors for Efficient Exploration oleh Jangsaeng Kim, Wonjun Shin, Jiyong Yim, Dongseok Kwon, Daewoong Kwon, Jong‐Ho Lee

    Diterbitkan 2024-06-01
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  3. 3
    Direct Gradient Calculation: Simple and Variation‐Tolerant On‐Chip Training Method for Neural Networks

    Direct Gradient Calculation: Simple and Variation‐Tolerant On‐Chip Training Method for Neural Networks oleh Hyungyo Kim, Joon Hwang, Dongseok Kwon, Jangsaeng Kim, Min-Kyu Park, Jiseong Im, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2021-08-01
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  4. 4
    Operation Scheme of Multi-Layer Neural Networks Using NAND Flash Memory as High-Density Synaptic Devices

    Operation Scheme of Multi-Layer Neural Networks Using NAND Flash Memory as High-Density Synaptic Devices oleh Sung-Tae Lee, Suhwan Lim, Nag Yong Choi, Jong-Ho Bae, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2019-01-01
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  5. 5
    Neuron Circuits for Low-Power Spiking Neural Networks Using Time-To-First-Spike Encoding

    Neuron Circuits for Low-Power Spiking Neural Networks Using Time-To-First-Spike Encoding oleh Seongbin Oh, Dongseok Kwon, Gyuho Yeom, Won-Mook Kang, Soochang Lee, Sung Yun Woo, Jaehyeon Kim, Jong-Ho Lee

    Diterbitkan 2022-01-01
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  6. 6
    Hardware-Based Spiking Neural Network Using a TFT-Type AND Flash Memory Array Architecture Based on Direct Feedback Alignment

    Hardware-Based Spiking Neural Network Using a TFT-Type AND Flash Memory Array Architecture Based on Direct Feedback Alignment oleh Won-Mook Kang, Dongseok Kwon, Sung Yun Woo, Soochang Lee, Honam Yoo, Jangsaeng Kim, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2021-01-01
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  7. 7
    Energy Efficient Artificial Olfactory System with Integrated Sensing and Computing Capabilities for Food Spoilage Detection

    Energy Efficient Artificial Olfactory System with Integrated Sensing and Computing Capabilities for Food Spoilage Detection oleh Gyuweon Jung, Jaehyeon Kim, Seongbin Hong, Hunhee Shin, Yujeong Jeong, Wonjun Shin, Dongseok Kwon, Woo Young Choi, Jong‐Ho Lee

    Diterbitkan 2023-10-01
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  8. 8
    Analog Synaptic Devices Based on IGZO Thin‐Film Transistors with a Metal–Ferroelectric–Metal–Insulator–Semiconductor Structure for High‐Performance Neuromorphic Systems

    Analog Synaptic Devices Based on IGZO Thin‐Film Transistors with a Metal–Ferroelectric–Metal–Insulator–Semiconductor Structure for High‐Performance Neuromorphic Systems oleh Dongseok Kwon, Eun Chan Park, Wonjun Shin, Ryun-Han Koo, Joon Hwang, Jong-Ho Bae, Daewoong Kwon, Jong-Ho Lee

    Diterbitkan 2023-12-01
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  9. 9
    Demonstration of In‐Memory Biosignal Analysis: Novel High‐Density and Low‐Power 3D Flash Memory Array for Arrhythmia Detection

    Demonstration of In‐Memory Biosignal Analysis: Novel High‐Density and Low‐Power 3D Flash Memory Array for Arrhythmia Detection oleh Jangsaeng Kim, Jiseong Im, Wonjun Shin, Soochang Lee, Seongbin Oh, Dongseok Kwon, Gyuweon Jung, Woo Young Choi, Jong‐Ho Lee

    Diterbitkan 2024-07-01
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  10. 10
    Near-Linear Potentiation Mechanism of Gated Schottky Diode as a Synaptic Device

    Near-Linear Potentiation Mechanism of Gated Schottky Diode as a Synaptic Device oleh Jong-Ho Bae, Suhwan Lim, Dongseok Kwon, Jai-Ho Eum, Sung-Tae Lee, Hyeongsu Kim, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2019-01-01
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  11. 11
    Self‐Curable Synaptic Ferroelectric FET Arrays for Neuromorphic Convolutional Neural Network

    Self‐Curable Synaptic Ferroelectric FET Arrays for Neuromorphic Convolutional Neural Network oleh Wonjun Shin, Jiyong Im, Ryun‐Han Koo, Jaehyeon Kim, Ki‐Ryun Kwon, Dongseok Kwon, Jae‐Joon Kim, Jong‐Ho Lee, Daewoong Kwon

    Diterbitkan 2023-05-01
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  12. 12
    Spiking Neural Networks With Time-to-First-Spike Coding Using TFT-Type Synaptic Device Model

    Spiking Neural Networks With Time-to-First-Spike Coding Using TFT-Type Synaptic Device Model oleh Seongbin Oh, Soochang Lee, Sung Yun Woo, Dongseok Kwon, Jiseong Im, Joon Hwang, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2021-01-01
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  13. 13
    1/f Noise in Synaptic Ferroelectric Tunnel Junction: Impact on Convolutional Neural Network

    1/f Noise in Synaptic Ferroelectric Tunnel Junction: Impact on Convolutional Neural Network oleh Wonjun Shin, Kyung Kyu Min, Jong-Ho Bae, Jaehyeon Kim, Ryun-Han Koo, Dongseok Kwon, Jae-Joon Kim, Daewoong Kwon, Jong-Ho Lee

    Diterbitkan 2023-06-01
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  14. 14
    Si‐Based Dual‐Gate Field‐Effect Transistor Array for Low‐Power On‐Chip Trainable Hardware Neural Networks

    Si‐Based Dual‐Gate Field‐Effect Transistor Array for Low‐Power On‐Chip Trainable Hardware Neural Networks oleh Kyu-Ho Lee, Dongseok Kwon, In-Seok Lee, Joon Hwang, Jiseong Im, Jong-Ho Bae, Woo Young Choi, Sung Yun Woo, Jong-Ho Lee

    Diterbitkan 2024-01-01
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  15. 15
    Highly Reliable Inference System of Neural Networks Using Gated Schottky Diodes

    Highly Reliable Inference System of Neural Networks Using Gated Schottky Diodes oleh Suhwan Lim, Dongseok Kwon, Jai-Ho Eum, Sung-Tae Lee, Jong-Ho Bae, Hyeongsu Kim, Chul-Heung Kim, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2019-01-01
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  16. 16
    SNNSim: Investigation and Optimization of Large‐Scale Analog Spiking Neural Networks Based on Flash Memory Devices

    SNNSim: Investigation and Optimization of Large‐Scale Analog Spiking Neural Networks Based on Flash Memory Devices oleh Jonghyun Ko, Dongseok Kwon, Joon Hwang, Kyu‐Ho Lee, Seongbin Oh, Jeonghyun Kim, Jiseong Im, Ryun‐Han Koo, Jae‐Joon Kim, Jong‐Ho Lee

    Diterbitkan 2024-04-01
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  17. 17
    On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding

    On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding oleh Jiseong Im, Jaehyeon Kim, Ho-Nam Yoo, Jong-Won Baek, Dongseok Kwon, Seongbin Oh, Jangsaeng Kim, Joon Hwang, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2022-01-01
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  18. 18
    Low-Power and High-Density Neuron Device for Simultaneous Processing of Excitatory and Inhibitory Signals in Neuromorphic Systems

    Low-Power and High-Density Neuron Device for Simultaneous Processing of Excitatory and Inhibitory Signals in Neuromorphic Systems oleh Sung Yun Woo, Dongseok Kwon, Nagyong Choi, Won-Mook Kang, Young-Tak Seo, Min-Kyu Park, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2020-01-01
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  19. 19
    Proposition of Adaptive Read Bias: A Solution to Overcome Power and Scaling Limitations in Ferroelectric‐Based Neuromorphic System

    Proposition of Adaptive Read Bias: A Solution to Overcome Power and Scaling Limitations in Ferroelectric‐Based Neuromorphic System oleh Ryun‐Han Koo, Wonjun Shin, Seungwhan Kim, Jiseong Im, Sung‐Ho Park, Jong Hyun Ko, Dongseok Kwon, Jae‐Joon Kim, Daewoong Kwon, Jong‐Ho Lee

    Diterbitkan 2024-02-01
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  20. 20
    On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices

    On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices oleh Dongseok Kwon, Suhwan Lim, Jong-Ho Bae, Sung-Tae Lee, Hyeongsu Kim, Young-Tak Seo, Seongbin Oh, Jangsaeng Kim, Kyuho Yeom, Byung-Gook Park, Jong-Ho Lee

    Diterbitkan 2020-07-01
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