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

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

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

Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality - 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 (Neurocomputing, 2021)

On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm - 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 (Neural Comput. Appl., 2021)

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

Review of candidate devices for neuromorphic applications - 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; et al. (49th European Solid-State Device Research Conference, ESSDERC 2019, Cracow, Poland, September 23-26, 2019, 2019)

A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices - Won-Mook Kang; Chul-Heung Kim; Soochang Lee; Sung Yun Woo; Jong-Ho Bae; Byung-Gook Park; Jong-Ho Lee (International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, 2019)

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