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 ◽

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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 ◽

Grayscale Image ◽

Memory Array ◽

Threshold Adjustment ◽

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

Journal of Nanoscience and Nanotechnology ◽

10.1166/jnn.2019.17025 ◽

2019 ◽

Vol 19 (10) ◽

pp. 6050-6054 ◽

Author(s):

Soochang Lee ◽

Chul-Heung Kim ◽

Seongbin Oh ◽

Byung-Gook Park ◽

Jong-Ho Lee

Keyword(s):

Thin Film ◽

Online Learning ◽

Flash Memory ◽

Thin Film Transistor ◽

Spike Timing ◽

Spike Timing Dependent Plasticity ◽

Dependent Plasticity ◽

Memory Array ◽

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Towards printable organic thin film transistor based flash memory devices

Journal of Materials Chemistry ◽

10.1039/c0jm03974h ◽

2011 ◽

Vol 21 (14) ◽

pp. 5203 ◽

Author(s):

Wei Lin Leong ◽

Nripan Mathews ◽

Bertha Tan ◽

Subramanian Vaidyanathan ◽

Florian Dötz ◽

...

Keyword(s):

Thin Film ◽

Flash Memory ◽

Thin Film Transistor ◽

Memory Devices ◽

Organic Thin Film ◽

Organic Thin Film Transistor

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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 ◽

Spike Timing Dependent Plasticity ◽

Dependent Plasticity

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A Multi-Layer Stackable Thin-Film Transistor (TFT) NAND-Type Flash Memory

2006 International Electron Devices Meeting ◽

10.1109/iedm.2006.346903 ◽

2006 ◽

Author(s):

Erh-Kun Lai ◽

Hang-Ting Lue ◽

Yi-Hsuan Hsiao ◽

Jung-Yu Hsieh ◽

Chi-Pin Lu ◽

...

Keyword(s):

Thin Film ◽

Flash Memory ◽

Thin Film Transistor

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Fabrication of Low Temperature Polycrystalline Silicon Thin-Film Transistor Nonvolatile Memory Devices for Digital Memory on Glass Applications

Japanese Journal of Applied Physics ◽

10.1143/jjap.47.2728 ◽

2008 ◽

Vol 47 (4) ◽

pp. 2728-2732 ◽

Author(s):

Hyun-Mo Koo ◽

Won-Ju Cho ◽

Dong Uk Lee ◽

Seon Pil Kim ◽

Eun Kyu Kim ◽

...

Keyword(s):

Thin Film ◽

Low Temperature ◽

Polycrystalline Silicon ◽

Nonvolatile Memory ◽

Thin Film Transistor ◽

Memory Devices ◽

Silicon Thin Film ◽

Digital Memory ◽

Nonvolatile Memory Devices

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Sales forecasting for thin film transistor liquid crystal display products with data clustering and an evolving neural network model

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture ◽

10.1243/09544054jem872 ◽

2008 ◽

Vol 222 (5) ◽

pp. 625-635 ◽

Author(s):

P-C Chang ◽

C-Y Fan ◽

J Y-C Liu ◽

W-H Huang

Keyword(s):

Neural Network ◽

Thin Film ◽

Liquid Crystal ◽

Network Model ◽

Neural Network Model ◽

Data Clustering ◽

Liquid Crystal Display ◽

Thin Film Transistor

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Thin-Film Transistor Type Flash Memory with Biomineralized Co Nanodots on Silicon-on-Insulator

Japanese Journal of Applied Physics ◽

10.1143/jjap.49.04dj05 ◽

2010 ◽

Vol 49 (4) ◽

pp. 04DJ05 ◽

Author(s):

Kosuke Ohara ◽

Ichiro Yamashita ◽

Yukiharu Uraoka

Keyword(s):

Thin Film ◽

Flash Memory ◽

Thin Film Transistor ◽

Silicon On Insulator

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A Highly Stackable Thin-Film Transistor (TFT) NAND-Type Flash Memory

2006 Symposium on VLSI Technology, 2006. Digest of Technical Papers. ◽

10.1109/vlsit.2006.1705209 ◽

2006 ◽

Author(s):

E.-K. Lai ◽

H.-T. Lue ◽

Y.-H. Hsiao ◽

J.-Y. Hsieh ◽

S.-C. Lee ◽

...

Keyword(s):

Thin Film ◽

Flash Memory ◽

Thin Film Transistor

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Organic Thin-Film Transistor Memory Devices Based on Charge Trapping in Metallic Nanoparticles Embedded in Gate Dielectric Layer

ECS Meeting Abstracts ◽

10.1149/ma2011-01/19/1244 ◽

2011 ◽

Keyword(s):

Thin Film ◽

Dielectric Layer ◽

Metallic Nanoparticles ◽

Gate Dielectric ◽

Thin Film Transistor ◽

Charge Trapping ◽

Memory Devices ◽

Organic Thin Film ◽

Organic Thin Film Transistor

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