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, 2019 | 54 | 2019 |
Digital versus analog artificial intelligence accelerators: Advances, trends, and emerging designs J Seo, J Saikia, J Meng, W He, H Suh, Y Liao, A Hasssan, I Yeo IEEE Solid-State Circuits Magazine 14 (3), 65-79, 2022 | 39 | 2022 |
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, 2201117, 2022 | 39 | 2022 |
Temperature-resilient rram-based in-memory computing for dnn inference J Meng, W Shim, L Yang, I Yeo, D Fan, S Yu, J Seo IEEE Micro 42 (1), 89-98, 2021 | 19 | 2021 |
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 |
Hybrid RRAM/SRAM in-memory computing for robust DNN acceleration G Krishnan, Z Wang, I Yeo, L Yang, J Meng, M Liehr, RV Joshi, NC Cady, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 17 | 2022 |
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 |
Digital foreground calibration of capacitor mismatch for SAR ADCs I Yeo, B Kim, M Chu, B Lee Electronics Letters 50 (20), 1423-1425, 2014 | 15 | 2014 |
A Power and Area Efficient CMOS Stochastic Neuron for Neural Networks Employing Resistive Crossbar Array I Yeo, M Chu, B Lee IEEE Transactions on Biomedical Circuits and Systems, 2019 | 13 | 2019 |
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 |
Improving the accuracy and robustness of rram-based in-memory computing against rram hardware noise and adversarial attacks SK Cherupally, J Meng, AS Rakin, S Yin, I Yeo, S Yu, D Fan, JS Seo Semiconductor Science and Technology 37 (3), 034001, 2022 | 9 | 2022 |
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 Dynamic Power-Only Compute-In-Memory Macro With Power-of-Two Nonlinear SAR ADC for Non-Volatile Ferroelectric Capacitive Crossbar Array I Yeo, W He, YC Luo, S Yu, J Seo IEEE Solid-State Circuits Letters, 2024 | 5 | 2024 |
Improving the Efficiency of CMOS Image Sensors through In-Sensor Selective Attention T Zhang, K Kasichainula, DW Jee, I Yeo, Y Zhuo, B Li, J Seo, Y Cao 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 2023 | 5 | 2023 |
A 28-nm 8-bit Floating-Point Tensor Core-Based Programmable CNN Training Processor With Dynamic Structured Sparsity SK Venkataramanaiah, J Meng, HS Suh, I Yeo, J Saikia, SK Cherupally, ... IEEE Journal of Solid-State Circuits, 2023 | 5 | 2023 |
An event detection module with a low-power, small-size CMOS image sensor with reference scaling C Park, WT Kim, IJ Yeo, M Jeon, B Lee Analog Integrated Circuits and Signal Processing, 2019 | 5 | 2019 |
A 28nm 8-bit Floating-Point Tensor Core based CNN Training Processor with Dynamic Activation/Weight Sparsification SK Venkataramanaiah, J Meng, HS Suh, I Yeo, J Saikia, SK Cherupally, ... ESSCIRC 2022-IEEE 48th European Solid State Circuits Conference (ESSCIRC), 89-92, 2022 | 4 | 2022 |
Resistive memories stack up I Yeo, J Seo Nature Electronics, 2022 | 4 | 2022 |
FP-IMC: A 28nm All-Digital Configurable Floating-Point In-Memory Computing Macro J Saikia, A Sridharan, I Yeo, S Venkataramanaiah, D Fan, JS Seo ESSCIRC 2023-IEEE 49th European Solid State Circuits Conference (ESSCIRC …, 2023 | 3 | 2023 |
Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference J Meng, I Yeo, W Shim, L Yang, D Fan, S Yu, JS Seo 2022 IEEE International Reliability Physics Symposium (IRPS), 3C. 1-1-3C. 1-6, 2022 | 3 | 2022 |