Jong-Ho Bae

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Backpropagation Algorithm

Unsupervised Learning

Top Venues

Adv. Intell. Syst.

Neural Comput. Appl.

Publications

Kwang-Woo Jeon, Eui-Jung Jung, Jong-Ho Bae, Sung-Ho Park, Jung-Jun Kim, Goobong Chung, Hyun-Joon Chung, Hak Yi
Development of an In-Pipe Inspection Robot for Large-Diameter Water Pipes. Sensors 24 (11) (2024)
Tae Jun Yang, Jung Rae Cho, Hyunkyu Lee, Hee Jun Lee, Seung Joo Myoung, Da Yeon Lee, Sung-Jin Choi, Jong-Ho Bae, Dong Myong Kim, Changwook Kim, Jiyong Woo, Dae Hwan Kim
Improvement of the Symmetry and Linearity of Synaptic Weight Update by Combining the InGaZnO Synaptic Transistor and Memristor. IEEE Access 12 (2024)
Kyu-Ho Lee, Dongseok Kwon, In-Seok Lee, Joon Hwang, Jiseong Im, Jong-Ho Bae, Woo Young Choi, Sung Yun Woo, Jong-Ho Lee
Si-Based Dual-Gate Field-Effect Transistor Array for Low-Power On-Chip Trainable Hardware Neural Networks. Adv. Intell. Syst. 6 (1) (2024)
Dongseok Kwon, Eun Chan Park, Wonjun Shin, Ryun-Han Koo, Joon Hwang, Jong-Ho Bae, Daewoong Kwon, Jong-Ho Lee
Analog Synaptic Devices Based on IGZO Thin-Film Transistors with a Metal-Ferroelectric-Metal-Insulator-Semiconductor Structure for High-Performance Neuromorphic Systems. Adv. Intell. Syst. 5 (12) (2023)
Dongyeon Kang, Wonjung Kim, Jun Tae Jang, Changwook Kim, Jung Nam Kim, Sung-Jin Choi, Jong-Ho Bae, Dong Myong Kim, Yoon Kim, Dae Hwan Kim
Short- and Long-Term Memory Based on a Floating-Gate IGZO Synaptic Transistor. IEEE Access 11 (2023)
Wonjun Shin, Kyung Kyu Min, Jong-Ho Bae, Jaehyeon Kim, Ryun-Han Koo, Dongseok Kwon, Jae-Joon Kim, Daewoong Kwon, Jong-Ho Lee
Noise in Synaptic Ferroelectric Tunnel Junction: Impact on Convolutional Neural Network. Adv. Intell. Syst. 5 (6) (2023)
Yongwoo Lee, Jinsu Yoon, Kwangmin Lim, Bongsik Choi, Geon-Hwi Park, Ju Won Jeon, Jong-Ho Bae, Dong Myong Kim, Dae Hwan Kim, Eunmee Kwon, Sung-Jin Choi
Vertical and lateral charge losses during short time retention in 3-D NAND flash memory. ESSDERC (2021)
Seongbin Oh, Soochang Lee, Sung Yun Woo, Dongseok Kwon, Jiseong Im, Joon Hwang, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee
Spiking Neural Networks With Time-to-First-Spike Coding Using TFT-Type Synaptic Device Model. IEEE Access 9 (2021)
Jangsaeng Kim, Dongseok Kwon, Sung Yun Woo, Won-Mook Kang, Soochang Lee, Seongbin Oh, Chul-Heung Kim, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee
Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality. Neurocomputing 428 (2021)
Jangsaeng Kim, Dongseok Kwon, Sung Yun Woo, Won-Mook Kang, Soochang Lee, Seongbin Oh, Chul-Heung Kim, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee
On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm. Neural Comput. Appl. 33 (15) (2021)
Sung Yun Woo, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee, Jong-Ho Bae
Pulse-Width Modulation Neuron Implemented by Single Positive-Feedback Device. CoRR (2021)
Dongyeon Kang, Jun Tae Jang, Shinyoung Park, Md. Hasan Raza Ansari, Jong-Ho Bae, Sung-Jin Choi, Dong Myong Kim, Changwook Kim, Seongjae Cho, Dae Hwan Kim
Threshold-Variation-Tolerant Coupling-Gate α-IGZO Synaptic Transistor for More Reliably Controllable Hardware Neuromorphic System. IEEE Access 9 (2021)
Hyeongsu Kim, Jong-Ho Bae, Suhwan Lim, Sungtae Lee, Young-Tak Seo, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee
Efficient precise weight tuning protocol considering variation of the synaptic devices and target accuracy. Neurocomputing 378 (2020)
Ava J. Tan, Li-Chen Wang, Yu-Hung Liao, Jong-Ho Bae, Chenming Hu, Sayeef S. Salahuddin
Reliability of Ferroelectric HfO2-based Memories: From MOS Capacitor to FeFET. DRC (2020)
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
Low-Power and High-Density Neuron Device for Simultaneous Processing of Excitatory and Inhibitory Signals in Neuromorphic Systems. IEEE Access 8 (2020)
Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee
Adaptive learning rule for hardware-based deep neural networks using electronic synapse devices. Neural Comput. Appl. 31 (11) (2019)
Jong-Ho Lee, Yoohyun Noh, Hyeongsu Kim, Jangsaeng Kim, Jong-Ho Bae, Sung Yun Woo, Sungtae Lee, Suhwan Lim, Won-Mook Kang, Young-Tak Seo, Soochang Lee, Dongseok Kwon, Seongbin Oh
Review of candidate devices for neuromorphic applications. ESSDERC (2019)
Won-Mook Kang, Chul-Heung Kim, Soochang Lee, Sung Yun Woo, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee
A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices. IJCNN (2019)
Suhwan Lim, Dongseok Kwon, Sungtae Lee, Hyeongsu Kim, Jong-Ho Bae, Jong-Ho Lee
Investigation of Neural Networks Using Synapse Arrays Based on Gated Schottky Diodes. IJCNN (2019)
Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Dongseok Kwon, Jong-Ho Lee
Hardware-based Neural Networks using a Gated Schottky Diode as a Synapse Device. ISCAS (2018)
Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Byung-Gook Park, Jong-Ho Lee
Adaptive Learning Rule for Hardware-based Deep Neural Networks Using Electronic Synapse Devices. CoRR (2017)