Byung-Gook Park

发表

Zinc Tin Oxide Synaptic Device for Neuromorphic Engineering

Byung-Do Yang, Seongjae Cho, Yoon Kim, 2020, IEEE Access.

Impact of the Sub-Resting Membrane Potential on Accurate Inference in Spiking Neural Networks

Min-Hye Oh, Jong-Ho Lee, Byung-Gook Park, 2020, Scientific Reports.

Input Voltage Scheme for DOT Product Engine Using NAND Flash Cells

Sung-Tae Lee, Jong-Ho Lee, Suhwan Lim, 2019, 2019 China Semiconductor Technology International Conference (CSTIC).

Adaptive learning rule for hardware-based deep neural networks using electronic synapse devices

Jong-Ho Lee, Suhwan Lim, Jong-Ho Bae, 2018, Neural Computing and Applications.

Operation Scheme of Multi-Layer Neural Networks Using NAND Flash Memory as High-Density Synaptic Devices

Sung-Tae Lee, Jong-Ho Lee, Suhwan Lim, 2019, IEEE Journal of the Electron Devices Society.

Depletion-enhanced body-isolation (DEBI) array on SOI for highly scalable and reliable NAND flash memories

Il Han Park, Seongjae Cho, Jong Duk Lee, 2006 .

High-Density and Highly-Reliable Binary Neural Networks Using NAND Flash Memory Cells as Synaptic Devices

Sung-Tae Lee, Jong-Ho Lee, Suhwan Lim, 2019, 2019 IEEE International Electron Devices Meeting (IEDM).

Highly scalable 4F2 cell transistor for future DRAM technology

Jong-Ho Lee, Kyung Kyu Min, Byung-Gook Park, 2020, 2020 IEEE Silicon Nanoelectronics Workshop (SNW).

Solving Overlapping Pattern Issues in On-Chip Learning of Bio-Inspired Neuromorphic System with Synaptic Transistors

Hyung-Jin Kim, Byung-Gook Park, 2019 .

A Novel Vector-matrix Multiplication (VMM) Architecture based on NAND Memory Array

Kyungchul Park, Byung-Gook Park, Sungmin Hwang, 2020 .

A Silicon-Compatible Synaptic Transistor Capable of Multiple Synaptic Weights toward Energy-Efficient Neuromorphic Systems

Seongjae Cho, Byung-Gook Park, Eunseon Yu, 2019, Electronics.

AND Flash Array Based on Charge Trap Flash for Implementation of Convolutional Neural Networks

Yoon Kim, Jong-Ho Lee, Byung-Gook Park, 2020, IEEE Electron Device Letters.

Sensitivity Analysis Based on Neural Network for Optimizing Device Characteristics

Kyungchul Park, Min-Hye Oh, Byung-Gook Park, 2020, IEEE Electron Device Letters.

Unsupervised Learning Architecture Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices

Jong-Ho Lee, Byung-Gook Park, Won-Mook Kang, 2020, 2020 IEEE Silicon Nanoelectronics Workshop (SNW).

Efficient precise weight tuning protocol considering variation of the synaptic devices and target accuracy

Jong-Ho Lee, Suhwan Lim, Jong-Ho Bae, 2020, Neurocomputing.

Double-Gated Asymmetric Floating-Gate-Based Synaptic Device for Effective Performance Enhancement Through Online Learning

Jong-Ho Lee, Byung-Gook Park, Donghyun Ryu, 2020, IEEE Access.

Low-power and reliable gas sensing system based on recurrent neural networks

Jong-Ho Lee, Jong-Ho Bae, Dongseok Kwon, 2020 .

Insertion of Ag Layer in TiN/SiNx/TiN RRAM and Its Effect on Filament Formation Modeled by Monte Carlo Simulation

Seongjae Cho, Sungjun Kim, Chae Soo Kim, 2020, IEEE Access.

On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices

Sung-Tae Lee, Jong-Ho Lee, Suhwan Lim, 2020, Frontiers in Neuroscience.

Feature-based Augmentation for Semi-Supervised Learning

Min-Hye Oh, Byung-Gook Park, 2019 .

Low-Power and High-Density Neuron Device for Simultaneous Processing of Excitatory and Inhibitory Signals in Neuromorphic Systems

Jong-Ho Lee, Jong-Ho Bae, Dongseok Kwon, 2020, IEEE Access.

Implementation of homeostasis functionality in neuron circuit using double-gate device for spiking neural network

Jong-Ho Lee, Jong-Ho Bae, Chul-Heung Kim, 2020 .

Vertical Inner Gate Transistors for 4F2 DRAM Cell

Jong-Ho Lee, Byung-Gook Park, Sungmin Hwang, 2020, IEEE Transactions on Electron Devices.

Validation of Spiking Neural Networks Using Resistive-Switching Synaptic Device with Spike-Rate-Dependent Plasticity

Seongjae Cho, Min-Hye Oh, Dong Keun Lee, 2020, 2020 International Conference on Electronics, Information, and Communication (ICEIC).

Ultrasensitive Electrical Detection of Hemagglutinin for Point-of-Care Detection of Influenza Virus Based on a CMP-NANA Probe and Top-Down Processed Silicon Nanowire Field-Effect Transistors

Jieun Lee, Sung-Jin Choi, Byung-Gook Park, 2019, Sensors.

Input-modulating adaptive neuron circuit employing asymmetric floating-gate MOSFET with two independent control gates

Tae-Hyung Kim, Byung-Gook Park, Myung-Hyun Baek, 2020 .

Initial synaptic weight distribution for fast learning speed and high recognition rate in STDP-based spiking neural network

Jong-Ho Lee, Jong-Ho Bae, Chul-Heung Kim, 2020 .

A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices

Jong-Ho Lee, Jong-Ho Bae, Chul-Heung Kim, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Hardware-based Spiking Neural Network Architecture Using Simplified Backpropagation Algorithm and Homeostasis Functionality

Jong-Ho Lee, Jong-Ho Bae, Chul-Heung Kim, 2020 .