Neuron Circuits for Low-Power Spiking Neural Networks Using Time-To-First-Spike Encoding. - Oh, Seongbin; Kwon, Dongseok; Yeom, Gyuho; Kang, Won-Mook; Lee, Soochang; Woo, Sung Yun; Kim, Jaehyeon; Lee, Jong-Ho (IEEE Access, 2022)

Hardware-Based Spiking Neural Network Using a TFT-Type AND Flash Memory Array Architecture Based on Direct Feedback Alignment. - Kang, Won-Mook; Kwon, Dongseok; Woo, Sung Yun; Lee, Soochang; Yoo, Honam; Kim, Jangsaeng; Park, Byung-Gook; Lee, Jong-Ho (IEEE Access, 2021)

Spiking Neural Networks With Time-to-First-Spike Coding Using TFT-Type Synaptic Device Model. - Oh, Seongbin; Lee, Soochang; Woo, Sung Yun; Kwon, Dongseok; Im, Jiseong; Hwang, Joon; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho (IEEE Access, 2021)

Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality. - Kim, Jangsaeng; Kwon, Dongseok; Woo, Sung Yun; Kang, Won-Mook; Lee, Soochang; Oh, Seongbin; Kim, Chul-Heung; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho (Neurocomputing, 2021)

On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm. - Kim, Jangsaeng; Kwon, Dongseok; Woo, Sung Yun; Kang, Won-Mook; Lee, Soochang; Oh, Seongbin; Kim, Chul-Heung; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho (Neural Comput. Appl., 2021)

Hardware Implementation of Spiking Neural Networks Using Time-To-First-Spike Encoding. - Oh, Seongbin; Kwon, Dongseok; Yeom, Gyuho; Kang, Won-Mook; Lee, Soochang; Woo, Sung Yun; Kim, Jangsaeng; Park, Min Kyu; Lee, Jong-Ho (CoRR, 2020)

Review of candidate devices for neuromorphic applications. - Lee, Jong-Ho; Noh, Yoohyun; Kim, Hyeongsu; Kim, Jangsaeng; Bae, Jong-Ho; Woo, Sung Yun; Lee, Sungtae; Lim, Suhwan; Kang, Won-Mook; Seo, Young-Tak; Lee, Soochang; Kwon, Dongseok; et al. (2019)

A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices. - Kang, Won-Mook; Kim, Chul-Heung; Lee, Soochang; Woo, Sung Yun; Bae, Jong-Ho; Park, Byung-Gook; Lee, Jong-Ho (2019)

Unsupervised Online Learning With Multiple Postsynaptic Neurons Based on Spike-Timing-Dependent Plasticity Using a TFT-Type NOR Flash Memory Array. - Lee, Soochang; Kim, Chul-Heung; Oh, Seongbin; Park, Byung-Gook; Lee, Jong-Ho (CoRR, 2018)