Seuraa
Seongbin Oh
Seongbin Oh
Samsung Electronics. Co. Ltd.
Vahvistettu sähköpostiosoite verkkotunnuksessa snu.ac.kr
Nimike
Viittaukset
Viittaukset
Vuosi
Emerging memory technologies for neuromorphic computing
CH Kim, S Lim, SY Woo, WM Kang, YT Seo, ST Lee, S Lee, D Kwon, S Oh, ...
Nanotechnology 30 (3), 032001, 2018
952018
On-Chip Training Spiking Neural Networks Using Approximated Backpropagation With Analog Synaptic Devices
D Kwon, S Lim, JH Bae, ST Lee, H Kim, YT Seo, S Oh, J Kim, K Yeom, ...
Frontiers in neuroscience 14, 423, 2020
552020
Efficient fusion of spiking neural networks and FET-type gas sensors for a fast and reliable artificial olfactory system
D Kwon, G Jung, W Shin, Y Jeong, S Hong, S Oh, J Kim, JH Bae, BG Park, ...
Sensors and Actuators B: Chemical 345, 130419, 2021
362021
Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality
J Kim, D Kwon, SY Woo, WM Kang, S Lee, S Oh, CH Kim, JH Bae, ...
Neurocomputing 428, 153-165, 2021
262021
Low-power and reliable gas sensing system based on recurrent neural networks
D Kwon, G Jung, W Shin, Y Jeong, S Hong, S Oh, JH Bae, BG Park, ...
Sensors and Actuators B: Chemical 340, 129258, 2021
242021
Hardware Implementation of Spiking Neural Networks Using Time-To-First-Spike Encoding
S Oh, D Kwon, G Yeom, WM Kang, S Lee, SY Woo, JS Kim, MK Park, ...
arXiv preprint arXiv:2006.05033, 2020
222020
Neuron circuits for low-power spiking neural networks using time-to-first-spike encoding
S Oh, D Kwon, G Yeom, WM Kang, S Lee, SY Woo, J Kim, JH Lee
IEEE Access 10, 24444-24455, 2022
172022
Unsupervised online learning of temporal information in spiking neural network using thin-film transistor-type NOR flash memory devices
S Oh, CH Kim, S Lee, JS Kim, JH Lee
Nanotechnology 30 (43), 435206, 2019
162019
Spiking neural networks with time-to-first-spike coding using TFT-type synaptic device model
S Oh, S Lee, SY Woo, D Kwon, J Im, J Hwang, JH Bae, BG Park, JH Lee
IEEE Access 9, 78098-78107, 2021
152021
Initial synaptic weight distribution for fast learning speed and high recognition rate in STDP-based spiking neural network
J Kim, CH Kim, SY Woo, WM Kang, YT Seo, S Lee, S Oh, JH Bae, ...
Solid-State Electronics 165, 107742, 2020
152020
On-chip trainable hardware-based deep Q-networks approximating a backpropagation algorithm
J Kim, D Kwon, SY Woo, WM Kang, S Lee, S Oh, CH Kim, JH Bae, ...
Neural Computing and Applications 33, 9391-9402, 2021
112021
Unsupervised online learning with multiple postsynaptic neurons based on spike-timing-dependent plasticity using a thin-film transistor-type NOR flash memory array
S Lee, CH Kim, S Oh, BG Park, JH Lee
Journal of nanoscience and nanotechnology 19 (10), 6050-6054, 2019
102019
Review of candidate devices for neuromorphic applications
JH Lee, SY Woo, ST Lee, S Lim, WM Kang, YT Seo, S Lee, D Kwon, S Oh, ...
ESSDERC 2019-49th European Solid-State Device Research Conference (ESSDERC …, 2019
82019
Demonstration of In‐Memory Biosignal Analysis: Novel High‐Density and Low‐Power 3D Flash Memory Array for Arrhythmia Detection
J Kim, J Im, W Shin, S Lee, S Oh, D Kwon, G Jung, WY Choi, JH Lee
Advanced Science, 2308460, 2024
62024
Demonstration of integrate-and-fire neuron circuit for spiking neural networks
SY Woo, WM Kang, YT Seo, S Lee, D Kwon, S Oh, JH Bae, JH Lee
Solid-State Electronics 198, 108481, 2022
52022
Vertical AND-Type Flash Synaptic Cell Stack for High-Density and Reliable Binary Neural Networks
J Kim, J Im, S Oh, W Shin, G Jung, ST Lee, JH Lee
IEEE Electron Device Letters, 2024
32024
Grayscale Image Recognition Using Spike-Rate-Based Online Learning and Threshold Adjustment of Neurons in a Thin-Film Transistor-Type NOR Flash Memory Array
S Oh, CH Kim, S Lee, BG Park, JH Lee
Journal of nanoscience and nanotechnology 19 (10), 6055-6060, 2019
32019
On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding
J Im, J Kim, HN Yoo, JW Baek, D Kwon, S Oh, J Kim, J Hwang, BG Park, ...
IEEE Access 10, 31263-31272, 2022
22022
SNNSim: Investigation and Optimization of Large‐Scale Analog Spiking Neural Networks Based on Flash Memory Devices
J Ko, D Kwon, J Hwang, KH Lee, S Oh, J Kim, J Im, RH Koo, JJ Kim, ...
Advanced Intelligent Systems 6 (4), 2300456, 2024
12024
Unsupervised Online Learning With Multiple Postsynaptic Neurons Based on Spike-Timing-Dependent Plasticity Using a TFT-Type NOR Flash Memory Array
S Lee, CH Kim, S Oh, BG Park, JH Lee
arXiv preprint arXiv:1811.07115, 2018
12018
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Artikkelit 1–20