Capacitor-based synaptic devices for hardware spiking neural networks S Hwang, J Yu, GH Lee, MS Song, J Chang, KK Min, T Jang, JH Lee, ... IEEE Electron Device Letters 43 (4), 549-552, 2022 | 23 | 2022 |
Intrinsic variation effect in memristive neural network with weight quantization J Park, MS Song, S Youn, TH Kim, S Kim, K Hong, H Kim Nanotechnology 33 (37), 375203, 2022 | 13 | 2022 |
Effect of weight overlap region on neuromorphic system with memristive synaptic devices GH Lee, TH Kim, MS Song, J Park, S Kim, K Hong, Y Kim, BG Park, H Kim Chaos, Solitons & Fractals 157, 111999, 2022 | 12 | 2022 |
Ferroelectric field-effect transistors for binary neural network with 3-D NAND architecture GH Lee, MS Song, S Kim, J Yim, S Hwang, J Yu, D Kwon, H Kim IEEE Transactions on Electron Devices 69 (11), 6438-6445, 2022 | 11 | 2022 |
Conduction mechanism analysis of abrupt-and gradual-switching InGaZnO memristors WS Choi, MS Song, H Kim, DH Kim Micromachines 13 (11), 1870, 2022 | 6 | 2022 |
Memcapacitor crossbar array with charge trap NAND flash structure for neuromorphic computing S Hwang, J Yu, MS Song, H Hwang, H Kim Advanced Science 10 (32), 2303817, 2023 | 4 | 2023 |
Optimization of Random Telegraph Noise Characteristics in Memristor for True Random Number Generator MS Song, TH Kim, H Hwang, S Ahn, H Nili, H Kim Advanced Intelligent Systems 5 (5), 2200358, 2023 | 4 | 2023 |
Implementation of Convolutional Neural Networks in Memristor Crossbar Arrays with Binary Activation and Weight Quantization J Park, S Kim, MS Song, S Youn, K Kim, TH Kim, H Kim ACS Applied Materials & Interfaces 16 (1), 1054-1065, 2024 | 3 | 2024 |
Highly Reliable Physical Unclonable Functions using Memristor Crossbar with Tunneling Conduction J Park, TH Kim, S Kim, MS Song, S Youn, K Hong, BG Park, H Kim 2022 International Electron Devices Meeting (IEDM), 18.3. 1-18.3. 4, 2022 | 2 | 2022 |
A comprehensive review of advanced trends: from artificial synapses to neuromorphic systems with consideration of non-ideal effects K Kim, MS Song, H Hwang, S Hwang, H Kim Frontiers in Neuroscience 18, 1279708, 2024 | | 2024 |
Memcapacitor Crossbar Array with Charge Trapping Layer for Physical Unclonable Function in NAND Flash Architecture MS Song, S Ahn, H Hwang, H Kim 2023 International Electron Devices Meeting (IEDM), 1-4, 2023 | | 2023 |
Kernel Mapping Methods of Convolutional Neural Network in 3D NAND Flash Architecture MS Song, H Hwang, GH Lee, S Ahn, S Hwang, H Kim Electronics 12 (23), 4796, 2023 | | 2023 |
All-Solid-State Synaptic Transistors with Lithium-Ion-Based Electrolytes for Linear Weight Mapping and Update in Neuromorphic Computing Systems JM Park, H Hwang, MS Song, SC Jang, JH Kim, H Kim, HS Kim ACS applied materials & interfaces 15 (40), 47229-47237, 2023 | | 2023 |