Unsupervised Online Learning With Multiple Postsynaptic Neurons Based on Spike-Timing-Dependent Plasticity Using a Thin-Film Transistor-Type NOR Flash Memory Array

Dependent Plasticity ◽

Memory Array ◽

Grayscale Image Recognition Using Spike-Rate-Based Online Learning and Threshold Adjustment of Neurons in a Thin-Film Transistor-Type NOR Flash Memory Array

Journal of Nanoscience and Nanotechnology ◽

10.1166/jnn.2019.16995 ◽

2019 ◽

Vol 19 (10) ◽

pp. 6055-6060

Author(s):

Seongbin Oh ◽

Chul-Heung Kim ◽

Soochang Lee ◽

Byung-Gook Park ◽

Jong-Ho Lee

Keyword(s):

Thin Film ◽

Online Learning ◽

Image Recognition ◽

Flash Memory ◽

Thin Film Transistor ◽

Spike Rate ◽

Grayscale Image ◽

Memory Array ◽

Threshold Adjustment ◽

Implementing Spike-Timing-Dependent Plasticity and Unsupervised Learning in a Mainstream NOR Flash Memory Array

2018 IEEE International Electron Devices Meeting (IEDM) ◽

10.1109/iedm.2018.8614561 ◽

2018 ◽

Cited By ~ 7

Author(s):

G. Malavena ◽

A. S. Spinelli ◽

C. Monzio Compagnoni

Keyword(s):

Unsupervised Learning ◽

Flash Memory ◽

Spike Timing ◽

Dependent Plasticity ◽

Memory Array ◽

Unsupervised Learning by Spike-Timing-Dependent Plasticity in a Mainstream NOR Flash Memory Array—Part I: Cell Operation

IEEE Transactions on Electron Devices ◽

10.1109/ted.2019.2940602 ◽

2019 ◽

Vol 66 (11) ◽

pp. 4727-4732 ◽

Cited By ~ 3

Author(s):

Gerardo Malavena ◽

Matteo Filippi ◽

Alessandro S. Spinelli ◽

Christian Monzio Compagnoni

Keyword(s):

Unsupervised Learning ◽

Flash Memory ◽

Spike Timing ◽

Dependent Plasticity ◽

Memory Array ◽

Demonstration of Unsupervised Learning With Spike-Timing-Dependent Plasticity Using a TFT-Type NOR Flash Memory Array

IEEE Transactions on Electron Devices ◽

10.1109/ted.2018.2817266 ◽

2018 ◽

Vol 65 (5) ◽

pp. 1774-1780 ◽

Cited By ~ 26

Author(s):

Chul-Heung Kim ◽

Soochang Lee ◽

Sung Yun Woo ◽

Won-Mook Kang ◽

Suhwan Lim ◽

...

Keyword(s):

Unsupervised Learning ◽

Flash Memory ◽

Spike Timing ◽

Dependent Plasticity ◽

Memory Array ◽

Unsupervised Learning by Spike-Timing- Dependent Plasticity in a Mainstream NOR Flash Memory Array—Part II: Array Learning

IEEE Transactions on Electron Devices ◽

10.1109/ted.2019.2940599 ◽

2019 ◽

Vol 66 (11) ◽

pp. 4733-4738 ◽

Cited By ~ 4

Author(s):

Gerardo Malavena ◽

Matteo Filippi ◽

Alessandro S. Spinelli ◽

Christian Monzio Compagnoni

Keyword(s):

Unsupervised Learning ◽

Flash Memory ◽

Spike Timing ◽

Dependent Plasticity ◽

Memory Array ◽

Unsupervised online learning of temporal information in spiking neural network using thin-film transistor-type NOR flash memory devices

Nanotechnology ◽

10.1088/1361-6528/ab34da ◽

2019 ◽

Vol 30 (43) ◽

pp. 435206

Author(s):

Seongbin Oh ◽

Chul-Heung Kim ◽

Soochang Lee ◽

Jang Saeng Kim ◽

Jong-Ho Lee

Keyword(s):

Neural Network ◽

Thin Film ◽

Online Learning ◽

Flash Memory ◽

Thin Film Transistor ◽

Temporal Information ◽

Spiking Neural Network ◽

Memory Devices ◽

Amorphous Ga-Sn-O thin-film crosspoint-type spike-timing-dependent-plasticity device

Japanese Journal of Applied Physics ◽

10.35848/1347-4065/ac0d15 ◽

2021 ◽

Author(s):

Yuki Ohnishi ◽

Yuki Shibayama ◽

Tetsuya Katagiri ◽

Kazuki Morigaki ◽

Kenta Yachida ◽

...

Keyword(s):

Thin Film ◽

Spike Timing ◽

Dependent Plasticity

A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8851744 ◽

2019 ◽

Author(s):

Won-Mook Kang ◽

Chul-Heung Kim ◽

Soochang Lee ◽

Sung Yun Woo ◽

Jong-Ho Bae ◽

...

Keyword(s):

Neural Network ◽

Unsupervised Learning ◽

Flash Memory ◽

Spike Timing ◽

Spiking Neural Network ◽

Dependent Plasticity

Amorphous-Metal-Oxide-Semiconductor Thin-Film Planar-type Spike-Timing-Dependent-Plasticity Synapse Device

IEEE Electron Device Letters ◽

10.1109/led.2021.3082083 ◽

2021 ◽

pp. 1-1

Author(s):

Yuki Shibayama ◽

Yuki Ohnishi ◽

Tetsuya Katagiri ◽

Yuhei Yamamoto ◽

Yasuhiko Nakashima ◽

...

Keyword(s):

Thin Film ◽

Metal Oxide ◽

Amorphous Metal ◽

Metal Oxide Semiconductor ◽

Spike Timing ◽

Oxide Semiconductor ◽

Dependent Plasticity ◽

Semiconductor Thin Film ◽

Amorphous Metal Oxide

Unsupervised Learning Architecture Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices

2020 IEEE Silicon Nanoelectronics Workshop (SNW) ◽

10.1109/snw50361.2020.9131607 ◽

2020 ◽

Author(s):

Won-Mook Kang ◽

Soochang Lee ◽

Jangsaeng Kim ◽

Byung-Gook Park ◽

Jong-Ho Lee

Keyword(s):

Unsupervised Learning ◽

Flash Memory ◽

Spike Timing ◽

Dependent Plasticity