Byung-Geun Lee

39 papers C 1Journal 34Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Memristor-based neural network hardware with hybrid stochastic neuron for fully in-situ training. Neurocomputing Sang-Gyun Gi, Ankur Singh, Byung-Geun Lee
2025	J	`jnl`	A High-Frequency CMOS Meminductor Emulator for Spiking Neuron. IEEE Trans. Circuits Syst. I Regul. Pap. Ankur Singh, Dowon Kim, Hyunkeun Lee, Byung-Geun Lee
2025	J	`jnl`	Analysis and fully memristor-based reservoir computing for temporal data classification. Neural Networks Ankur Singh, Sanghyeon Choi, Gunuk Wang, Maryaradhiya Daimari, Byung-Geun Lee
2025	J	`jnl`	Analysis of Pixel Noise in Dynamic Vision Sensors. IEEE Trans. Circuits Syst. I Regul. Pap. Donghwan Seo, Jung-Gyun Kim, Injune Yeo, Hyunkeun Lee, Byung-Geun Lee
2025	J	`jnl`	Analysis of a Memcapacitor-Based Online Learning Neural Network Accelerator Framework. Adv. Intell. Syst. Ankur Singh, Dowon Kim, Byung-Geun Lee
2025	J	`jnl`	Analysis of a Memcapacitor-Based for Neural Network Accelerator Framework. CoRR Ankur Singh, Dowon Kim, Byung-Geun Lee
2025	J	`jnl`	Energy- and Area-Efficient CMOS Neuron and Max Pooling Circuit for RRAM-Based CNN Accelerators. IEEE Access Dowon Kim, Byung-Geun Lee
2024	J	`jnl`	Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification. CoRR Ankur Singh, Sanghyeon Choi, Gunuk Wang, Maryaradhiya Daimari, Byung-Geun Lee
2024	J	`jnl`	Graph neural networks based framework to analyze social media platforms for malicious user detection. Appl. Soft Comput. Zafran Khan, Zeeshan Khan, Byung-Geun Lee, Hong Kook Kim, Moongu Jeon
2023	J	`jnl`	A ReRAM-Based Convolutional Neural Network Accelerator Using the Analog Layer Normalization Technique. IEEE Trans. Ind. Electron. Sang-Gyun Gi, Hyunkeun Lee, Jingon Jang, Byung-Geun Lee
2023	J	`jnl`	A Resource-Efficient Multi-Function Embedded Eye Tracker System Implemented on FPGA. IEEE Access Ahmad Mouri Zadeh Khaki, Sanghyeok Yang, Hyunsoo Kim, Ankur Singh, Byung-Geun Lee
2023	J	`jnl`	Framework for In-Memory Computing Based on Memristor and Memcapacitor for On-Chip Training. IEEE Access Ankur Singh, Byung-Geun Lee
2023	J	`jnl`	Multimodal fusion for sensorimotor control in steering angle prediction. Eng. Appl. Artif. Intell. Farzeen Munir, Shoaib Azam, Kin-Choong Yow, Byung-Geun Lee, Moongu Jeon
2023	C	`conf`	Vehicle CAN Bus Data Prediction Using Transformers with Auxiliary Decoder Loss. ICCE Muhammad Aasim Rafique, Muhammad Ishfaq Hussain, Byung-Geun Lee, Hong Kook Kim, Moongu Jeon
2022	J	`jnl`	Abnormal event detection using adversarial predictive coding for motion and appearance. Inf. Sci. Jongmin Yu, Jung-Gyun Kim, Jeonghwan Gwak, Byung-Geun Lee, Moongu Jeon
2022	J	`jnl`	LDNet: End-to-End Lane Marking Detection Approach Using a Dynamic Vision Sensor. IEEE Trans. Intell. Transp. Syst. Farzeen Munir, Shoaib Azam, Moongu Jeon, Byung-Geun Lee, Witold Pedrycz
2022	J	`jnl`	Multi-Modal Fusion for Sensorimotor Coordination in Steering Angle Prediction. CoRR Farzeen Munir, Shoaib Azam, Byung-Geun Lee, Moongu Jeon
2022	J	`jnl`	Spiking Cooperative Network Implemented on FPGA for Real-Time Event-Based Stereo System. IEEE Access Jung-Gyun Kim, Donghwan Seo, Byung-Geun Lee
2022	J	`jnl`	Warping-based spectral translation network for unsupervised cross-spectral stereo matching. Inf. Sci. Yong-Jun Chang, Byung-Geun Lee, Moongu Jeon
2021	J	`jnl`	A Compressive Sensing CMOS Image Sensor With Partition Sampling Technique. IEEE Trans. Ind. Electron. Hyunkeun Lee, Woo-Tae Kim, Jinho Kim, Myonglae Chu, Byung-Geun Lee
2021	J	`jnl`	A Hardware and Energy-Efficient Online Learning Neural Network With an RRAM Crossbar Array and Stochastic Neurons. IEEE Trans. Ind. Electron. Injune Yeo, Sang-Gyun Gi, Gunuk Wang, Byung-Geun Lee
2021	J	`jnl`	An On-Chip Binary-Weight Convolution CMOS Image Sensor for Neural Networks. IEEE Trans. Ind. Electron. Woo-Tae Kim, Hyunkeun Lee, Jung-Gyun Kim, Byung-Geun Lee
2020	J	`jnl`	Accurate 3D Surface Reconstruction for Smart Farming Application with an Inexpensive Shape from Focus System. J. Sensors Sung-An Lee, Byung-Geun Lee
2019	—	`conf`	A CMOS-based Resistive Crossbar Array with Pulsed Neural Network for Deep Learning Accelerator. AICAS Injune Yeo, Sang-Gyun Gi, Jung-Gyun Kim, Byung-Geun Lee
2019	J	`jnl`	A Compressive Sensing-Based Automatic Sleep-Stage Classification System With Radial Basis Function Neural Network. IEEE Access Hyunkeun Lee, Jinyoung Choi, Seunghun Kim, Sung Chan Jun, Byung-Geun Lee
2019	J	`jnl`	A High Full Well Capacity CMOS Image Sensor for Space Applications. Sensors Woo-Tae Kim, Cheonwi Park, Hyunkeun Lee, Ilseop Lee, Byung-Geun Lee
2019	J	`jnl`	A Power and Area Efficient CMOS Stochastic Neuron for Neural Networks Employing Resistive Crossbar Array. IEEE Trans. Biomed. Circuits Syst. Injune Yeo, Myonglae Chu, Byung-Geun Lee
2019	—	`conf`	Implementation of STDP Learning for Non-volatile Memory-based Spiking Neural Network using Comparator Metastability. AICAS Sang-Gyun Gi, Injune Yeo, Byung-Geun Lee
2019	J	`jnl`	Jitter Elimination in Shape Recovery by using Adaptive Neural Network Filter. Sensors Sung-An Lee, Hoon-Seok Jang, Byung-Geun Lee
2019	J	`jnl`	Unsupervised Learning for Depth, Ego-Motion, and Optical Flow Estimation Using Coupled Consistency Conditions. Sensors Ji-Hun Mun, Moongu Jeon, Byung-Geun Lee
2016	J	`jnl`	A Low-Power Incremental Delta-Sigma ADC for CMOS Image Sensors. IEEE Trans. Circuits Syst. II Express Briefs Ilseop Lee, Byoungho Kim, Byung-Geun Lee
2016	—	`conf`	Stochastic implementation of the activation function for artificial neural networks. BioCAS Injune Yeo, Sang-Gyun Gi, Byung-Geun Lee, Myonglae Chu
2015	J	`jnl`	A 10-bit 200-MS/s Zero-Crossing-Based Pipeline ADC in 0.13-µm CMOS Technology. IEEE Trans. Very Large Scale Integr. Syst. Myonglae Chu, Byoungho Kim, Byung-Geun Lee
2015	J	`jnl`	Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron. IEEE Trans. Ind. Electron. Myonglae Chu, Byoungho Kim, Sangsu Park, Hyunsang Hwang, Moongu Jeon, Byoung Hun Lee, Byung-Geun Lee
2015	J	`jnl`	Power and Bandwidth Scalable 10-b 30-MS/s SAR ADC. IEEE Trans. Very Large Scale Integr. Syst. Byung-Geun Lee
2014	—	`conf`	Background subtraction based on Gaussian mixture models using color and depth information. ICCAIS Young-min Song, Seungjong Noh, Jongmin Yu, Cheonwi Park, Byung-Geun Lee
2014	J	`jnl`	Neuromorphic Character Recognition System With Two PCMO Memristors as a Synapse. IEEE Trans. Ind. Electron. Ahmad Muqeem Sheri, Hyunsang Hwang, Moongu Jeon, Byung-Geun Lee
2014	J	`jnl`	Settling time optimization technique for binary-weighted digital-to-analog converter. IEICE Electron. Express Hyojong Kim, Donghwan Seo, Byung-Geun Lee
2009	J	`jnl`	A 10-bit 50 MS/s Pipelined ADC With Capacitor-Sharing and Variable-g IEEE J. Solid State Circuits Byung-Geun Lee, Robin M. Tsang