Sungmin Hwang

发表

Combination of volatile and non-volatile functions in a single memory cell and its scalability

Byung-Gook Park, Jong-Ho Lee, Hyungjin Kim, 2017 .

Silicon synaptic transistor for hardware-based spiking neural network and neuromorphic system

Byung-Gook Park, Hyungjin Kim, Sungmin Hwang, 2017, Nanotechnology.

Fabrication of asymmetric independent dual-gate FinFET using sidewall spacer patterning and CMP processes

Min-Chul Sun, Byung-Gook Park, Jong-Ho Lee, 2018 .

Compact Neuromorphic System With Four-Terminal Si-Based Synaptic Devices for Spiking Neural Networks

Byung-Gook Park, Hyungjin Kim, Jeong-Jun Lee, 2017, IEEE Transactions on Electron Devices.

Multi-threshold voltages in ultra thin-body devices by asymmetric dual-gate structure

Byung-Gook Park, Jungjin Park, Hyungjin Kim, 2015 .

Ferroelectric Field-Effect Transistors for Binary Neural Network With 3-D NAND Architecture

Sangwoo Kim, Junsu Yu, Hyungjin Kim, 2022, IEEE Transactions on Electron Devices.

3D AND-Type Stacked Array for Neuromorphic Systems

Byung-Gook Park, Jong-Ho Lee, Sungmin Hwang, 2020, Micromachines.

Impact of the leakage current of an AND-type synapse array on spiking neural networks

Sungmin Hwang, Taejin Jang, Byung-Gook Park, 2022, Solid-State Electronics.

Architecture and Process Integration Overview of 3D NAND Flash Technologies

Sungmin Hwang, Geun Ho Lee, Junsu Yu, 2021, Applied Sciences.

Spiking Neural Networks with Unsupervised Learning Based on STDP Using Resistive Synaptic Devices and Analog CMOS Neuron Circuit.

Byung-Gook Park, Sungjun Kim, Min-Woo Kwon, 2018, Journal of nanoscience and nanotechnology.

Analog Synaptic Behavior of a Silicon Nitride Memristor.

Byung-Gook Park, Sungjun Kim, Yao-Feng Chang, 2017, ACS applied materials & interfaces.

Neuronal dynamics in HfOx/AlOy-based homeothermic synaptic memristors with low-power and homogeneous resistive switching.

Yi Li, Byung-Gook Park, Sungjun Kim, 2018, Nanoscale.

Dual gate positive feedback field-effect transistor for low power analog circuit

Byung-Gook Park, Seongjae Cho, Sungmin Hwang, 2017, 2017 Silicon Nanoelectronics Workshop (SNW).

Ferroelectricity of pure HfOx in metal-ferroelectric-insulator-semiconductor stacks and its memory application

Byung-Gook Park, Jong-Ho Lee, Junsu Yu, 2022, Applications of Surface Science.

A More Hardware-Oriented Spiking Neural Network Based on Leading Memory Technology and Its Application With Reinforcement Learning

Dong Keun Lee, Seongjae Cho, Sungmin Hwang, 2021, IEEE Transactions on Electron Devices.

Spiking Neural Network Using Synaptic Transistors and Neuron Circuits for Pattern Recognition With Noisy Images

Byung-Gook Park, Sangdoo Yun, Hyungjin Kim, 2018, IEEE Electron Device Letters.

Capacitor-Based Synaptic Devices for Hardware Spiking Neural Networks

Junsu Yu, Hyungjin Kim, Sungmin Hwang, 2022, IEEE Electron Device Letters.

Low-Latency Spiking Neural Networks Using Pre-Charged Membrane Potential and Delayed Evaluation

Byung-Gook Park, Jong-Ho Lee, Junsu Yu, 2021, Frontiers in Neuroscience.

Integrated neuron circuit for implementing neuromorphic system with synaptic device

Byung-Gook Park, Hyungjin Kim, Jeong-Jun Lee, 2017 .

Back biasing effects in a feedback steep switching device with charge spacer

Byung-Gook Park, Dae Woong Kwon, Hyungjin Kim, 2016, 2016 IEEE Silicon Nanoelectronics Workshop (SNW).

Integrate-and-fire neuron circuit using positive feedback field effect transistor for low power operation

Kyungchul Park, Byung-Gook Park, Seongjae Cho, 2018, Journal of Applied Physics.

A Systematic Compact Model Parameter Calibration with Adaptive Pattern Search Algorithm

Min-Hye Oh, Jong-Ho Lee, Sungmin Hwang, 2021, Applied Sciences.

System-Level Simulation of Hardware Spiking Neural Network Based on Synaptic Transistors and I&F Neuron Circuits

Byung-Gook Park, Hyungjin Kim, Jeong-Jun Lee, 2018, IEEE Electron Device Letters.

Vertical Inner Gate Transistors for 4F2 DRAM Cell

Jong-Ho Lee, Byung-Gook Park, Sungmin Hwang, 2020, IEEE Transactions on Electron Devices.

Impact of the Sub-Resting Membrane Potential on Accurate Inference in Spiking Neural Networks

Min-Hye Oh, Jong-Ho Lee, Byung-Gook Park, 2020, Scientific Reports.

Quantized Weight Transfer Method Using Spike-Timing-Dependent Plasticity for Hardware Spiking Neural Network

Byung-Gook Park, Sungmin Hwang, Hyungjin Kim, 2021, Applied Sciences.

A comprehensive review of advanced trends: from artificial synapses to neuromorphic systems with consideration of non-ideal effects

Sungmin Hwang, M. Song, Kyuree Kim, 2024, Frontiers in neuroscience.

Memcapacitor Crossbar Array with Charge Trap NAND Flash Structure for Neuromorphic Computing

Junsu Yu, Sungmin Hwang, M. Song, 2023, Advanced science.