High density neuromorphic system with Mo/Pr0. 7Ca0. 3MnO3 synapse and NbO2 IMT oscillator neuron K Moon, E Cha, J Park, S Gi, M Chu, K Baek, B Lee, S Oh, H Hwang 2015 IEEE International Electron Devices Meeting (IEDM), 17.6. 1-17.6. 4, 2015 | 52 | 2015 |
Stuck-at-fault tolerant schemes for memristor crossbar array-based neural networks I Yeo, M Chu, SG Gi, H Hwang, BG Lee IEEE Transactions on Electron Devices 66 (7), 2937-2945, 2019 | 51 | 2019 |
Analog synapse device with 5-b MLC and improved data retention for neuromorphic system K Moon, E Cha, J Park, S Gi, M Chu, K Baek, B Lee, SH Oh, H Hwang IEEE Electron Device Letters 37 (8), 1067-1070, 2016 | 50 | 2016 |
A Learning‐Rate Modulable and Reliable TiOx Memristor Array for Robust, Fast, and Accurate Neuromorphic Computing J Jang, S Gi, I Yeo, S Choi, S Jang, S Ham, B Lee, G Wang Advanced Science 9 (22), 2201117, 2022 | 38 | 2022 |
WOx-Based Synapse Device With Excellent Conductance Uniformity for Hardware Neural Networks W Choi, SG Gi, D Lee, S Lim, C Lee, BG Lee, H Hwang IEEE Transactions on Nanotechnology 19, 594-600, 2020 | 19 | 2020 |
Stochastic implementation of the activation function for artificial neural networks I Yeo, S Gi, B Lee, M Chu 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS), 440-443, 2016 | 18 | 2016 |
A hardware and energy-efficient online learning neural network with an RRAM crossbar array and stochastic neurons I Yeo, SG Gi, G Wang, BG Lee IEEE Transactions on Industrial Electronics 68 (11), 11554-11564, 2020 | 17 | 2020 |
Fundamental issues of implementing hardware neural networks using memristor S Gi, I Yeo, M Chu, S Kim, B Lee 2015 International SoC Design Conference (ISOCC), 215-216, 2015 | 13 | 2015 |
Modeling and system-level simulation for nonideal conductance response of synaptic devices SG Gi, I Yeo, M Chu, K Moon, H Hwang, B Lee IEEE Transactions on Electron Devices 65 (9), 3996-4003, 2018 | 6 | 2018 |
A ReRAM-based convolutional neural network accelerator using the analog layer normalization technique SG Gi, H Lee, J Jang, BG Lee IEEE Transactions on Industrial Electronics 70 (6), 6442-6451, 2022 | 5 | 2022 |
Artificial neuromodulator–synapse mimicked by a three-terminal vertical organic ferroelectric barristor for fast and energy-efficient neuromorphic computing S Ham, J Jang, D Koo, S Gi, D Kim, S Jang, ND Kim, S Bae, B Lee, ... Nano Energy 124, 109435, 2024 | 2 | 2024 |
A CMOS-based Resistive Crossbar Array with Pulsed Neural Network for Deep Learning Accelerator I Yeo, S Gi, J Kim, B Lee 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 2 | 2019 |
Implementation of STDP Learning for Non-volatile Memory-based Spiking Neural Network using Comparator Metastability SG Gi, I Yeo, B Lee 2019 IEEE International Conference on Artificial Intelligence Circuits and …, 2019 | 1 | 2019 |