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Publication search results
found 60 matches
- 2024
- Jangsaeng Kim, Wonjun Shin, Jiyong Yim, Dongseok Kwon, Daewoong Kwon, Jong-Ho Lee:
Toward Optimized In-Memory Reinforcement Learning: Leveraging 1/f Noise of Synaptic Ferroelectric Field-Effect-Transistors for Efficient Exploration. Adv. Intell. Syst. 6(6) (2024) - JongHyun Ko, Dongseok Kwon, Joon Hwang, Kyu-Ho Lee, Seongbin Oh, Jeonghyun Kim, Jiseong Im, Ryun-Han Koo, Jae-Joon Kim, Jong-Ho Lee:
SNNSim: Investigation and Optimization of Large-Scale Analog Spiking Neural Networks Based on Flash Memory Devices. Adv. Intell. Syst. 6(4) (2024) - Kyu-Ho Lee, Dongseok Kwon, In-Seok Lee, Joon Hwang, Jiseong Im, Jong-Ho Bae, Woo Young Choi, Sung Yun Woo, Jong-Ho Lee:
Si-Based Dual-Gate Field-Effect Transistor Array for Low-Power On-Chip Trainable Hardware Neural Networks. Adv. Intell. Syst. 6(1) (2024) - Hee-jin Kim, Dong-seok Lee, Soon-kak Kwon:
Image Reconstruction Method by Spatial Feature Prediction Using CNN and Attention. J. Multim. Inf. Syst. 11(1): 1-8 (2024) - Dong-seok Lee, Soon-kak Kwon:
Amount Estimation Method for Food Intake Based on Color and Depth Images through Deep Learning. Sensors 24(7): 2044 (2024) - Junha Ryu, Hankyul Kwon, Wonhoon Park, Zhiyong Li, Beomseok Kwon, Donghyeon Han, Dongseok Im, Sangyeob Kim, Hyungnam Joo, Minsung Kim, Hoi-Jun Yoo:
A Low-Power Neural Graphics System for Instant 3D Modeling and Real-Time Rendering on Mobile AR/VR Devices. COOL CHIPS 2024: 1-3 - Junha Ryu, Hankyul Kwon, Wonhoon Park, Zhiyong Li, Beomseok Kwon, Donghyeon Han, Dongseok Im, Sangyeob Kim, Hyungnam Joo, Minsung Kim, Hoi-Jun Yoo:
NeuGPU: A Neural Graphics Processing Unit for Instant Modeling and Real-Time Rendering on Mobile AR/VR Devices. HCS 2024: 1 - George Higgins Hutchinson, Ethan Sifferman, Tinish Bhattacharya, Dongseok Kwon, Dmitri B. Strukov:
FPIA: Field-Programmable Ising Arrays with In-Memory Computing. ISLPED 2024: 1-6 - Junha Ryu, Hankyul Kwon, Wonhoon Park, Zhiyong Li, Beomseok Kwon, Donghyeon Han, Dongseok Im, Sangyeob Kim, Hyungnam Joo, Hoi-Jun Yoo:
20.7 NeuGPU: A 18.5mJ/Iter Neural-Graphics Processing Unit for Instant-Modeling and Real-Time Rendering with Segmented-Hashing Architecture. ISSCC 2024: 372-374 - 2023
- Dongseok Kwon, Eun Chan Park, Wonjun Shin, Ryun-Han Koo, Joon Hwang, Jong-Ho Bae, Daewoong Kwon, Jong-Ho Lee:
Analog Synaptic Devices Based on IGZO Thin-Film Transistors with a Metal-Ferroelectric-Metal-Insulator-Semiconductor Structure for High-Performance Neuromorphic Systems. Adv. Intell. Syst. 5(12) (2023) - Wonjun Shin, Kyung Kyu Min, Jong-Ho Bae, Jaehyeon Kim, Ryun-Han Koo, Dongseok Kwon, Jae-Joon Kim, Daewoong Kwon, Jong-Ho Lee:
1/f Noise in Synaptic Ferroelectric Tunnel Junction: Impact on Convolutional Neural Network. Adv. Intell. Syst. 5(6) (2023) - Dongseok Im, Gwangtae Park, Junha Ryu, Zhiyong Li, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo:
DSPU: An Efficient Deep Learning-Based Dense RGB-D Data Acquisition With Sensor Fusion and 3-D Perception SoC. IEEE J. Solid State Circuits 58(1): 177-188 (2023) - Dongseok Im, Gwangtae Park, Zhiyong Li, Junha Ryu, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo:
A Mobile 3-D Object Recognition Processor With Deep-Learning-Based Monocular Depth Estimation. IEEE Micro 43(3): 74-82 (2023) - Wenao Xie, Haoyang Sang, Beomseok Kwon, Dongseok Im, Sangjin Kim, Sangyeob Kim, Hoi-Jun Yoo:
A 709.3 TOPS/W Event-Driven Smart Vision SoC with High-Linearity and Reconfigurable MRAM PIM. VLSI Technology and Circuits 2023: 1-2 - 2022
- Jiseong Im, Jaehyeon Kim, Honam Yoo, Jong-Won Baek, Dongseok Kwon, Seongbin Oh, Jangsaeng Kim, Joon Hwang, Byung-Gook Park, Jong-Ho Lee:
On-Chip Trainable Spiking Neural Networks Using Time-To-First-Spike Encoding. IEEE Access 10: 31263-31272 (2022) - Hyunbin Kwon, Dongyeon Son, Dongseok Lee, Heenam Yoon, Mi Hyun Lee, Yu Jin Lee, Sangho Choi, Kwang Suk Park:
Hybrid CNN-LSTM Network for Real-Time Apnea-Hypopnea Event Detection Based on IR-UWB Radar. IEEE Access 10: 17556-17564 (2022) - Seongbin Oh, Dongseok Kwon, Gyuho Yeom, Won-Mook Kang, Soochang Lee, Sung Yun Woo, Jaehyeon Kim, Jong-Ho Lee:
Neuron Circuits for Low-Power Spiking Neural Networks Using Time-To-First-Spike Encoding. IEEE Access 10: 24444-24455 (2022) - Sung-Tae Lee, Hyeongsu Kim, Honam Yoo, Dongseok Kwon, Jong-Ho Lee:
Novel, parallel and differential synaptic architecture based on NAND flash memory for high-density and highly-reliable binary neural networks. Neurocomputing 498: 1-13 (2022) - Dong-seok Lee, Seung-hu Kim, Soon-kak Kwon:
Guidance for Visually Impaired Person through Braille Block Detection by Deep Learning. J. Multim. Inf. Syst. 9(4): 253-260 (2022) - Dong-seok Lee, Soon-kak Kwon:
Intra Prediction Method for Depth Video Coding by Block Clustering through Deep Learning. Sensors 22(24): 9656 (2022) - Dongseok Im, Gwangtae Park, Junha Ryu, Zhiyong Li, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo:
A Low-power and Real-time 3D Object Recognition Processor with Dense RGB-D Data Acquisition in Mobile Platforms. COOL CHIPS 2022: 1-3 - Dongseok Im, Gwangtae Park, Zhiyong Li, Junha Ryu, Sanghoon Kang, Donghyeon Han, Jinsu Lee, Wonhoon Park, Hankyul Kwon, Hoi-Jun Yoo:
DSPU: A 281.6mW Real-Time Deep Learning-Based Dense RGB-D Data Acquisition with Sensor Fusion and 3D Perception System-on-Chip. HCS 2022: 1-25 - Honam Yoo, Jong-Won Back, Nam-Hun Kim, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee:
First Demonstration of 1-bit Erase in Vertical NAND Flash Memory. VLSI Technology and Circuits 2022: 304-305 - 2021
- Won-Mook Kang, Dongseok Kwon, Sung Yun Woo, Soochang Lee, Honam Yoo, Jangsaeng Kim, Byung-Gook Park, Jong-Ho Lee:
Hardware-Based Spiking Neural Network Using a TFT-Type AND Flash Memory Array Architecture Based on Direct Feedback Alignment. IEEE Access 9: 73121-73132 (2021) - Dong-Seok Lee, Byung-Gyu Kim, Soon-kak Kwon:
Efficient Depth Data Coding Method Based on Plane Modeling for Intra Prediction. IEEE Access 9: 29153-29164 (2021) - Seongbin Oh, Soochang Lee, Sung Yun Woo, Dongseok Kwon, Jiseong Im, Joon Hwang, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee:
Spiking Neural Networks With Time-to-First-Spike Coding Using TFT-Type Synaptic Device Model. IEEE Access 9: 78098-78107 (2021) - Hyungyo Kim, Joon Hwang, Dongseok Kwon, Jangsaeng Kim, Min-Kyu Park, Jiseong Im, Byung-Gook Park, Jong-Ho Lee:
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks. Adv. Intell. Syst. 3(8): 2100064 (2021) - Hyungyo Kim, Joon Hwang, Dongseok Kwon, Jangsaeng Kim, Min Kyu Park, Jiseong Im, Byung-Gook Park, Jong-Ho Lee:
Direct Gradient Calculation: Simple and Variation-Tolerant On-Chip Training Method for Neural Networks. Adv. Intell. Syst. 3(8): 2170059 (2021) - Dongyeon Son, Hyunbin Kwon, Dongseok Lee, Hyung Won Jin, Jonghyeok Jeong, Jeehoon Kim, Sangho Choi, Heenam Yoon, Mi Hyun Lee, Yu Jin Lee, Kwang Suk Park:
Changes in physiological network connectivity of body system in narcolepsy during REM sleep. Comput. Biol. Medicine 136: 104762 (2021) - Jangsaeng Kim, Dongseok Kwon, Sung Yun Woo, Won-Mook Kang, Soochang Lee, Seongbin Oh, Chul-Heung Kim, Jong-Ho Bae, Byung-Gook Park, Jong-Ho Lee:
Hardware-based spiking neural network architecture using simplified backpropagation algorithm and homeostasis functionality. Neurocomputing 428: 153-165 (2021)
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