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복수의 CNN 연산을 지원하는 통합 CNN 연산 가속 장치 및 방법

Patents
Jueun Jung and Kyuho Lee

applied for Korean Patent No. 10-2023-0180084, December 12, 2023.

삼진 뉴럴 네트워크 연산 가속을 위한 컴퓨팅 인 메모리 장치

Patents
Hoichang Jeong and Kyuho Lee

applied for Korean Patent No. 10-2023-0175539, December 06, 2023.

컴퓨팅 인 메모리 장치를 포함하고 시간 영역 연산을 활용하는 스파이킹 뉴럴 네트워크 연산 가속기

Patents
Keonhee Park and Kyuho Lee

applied for Korean Patent No.10-2023-0142830, October 24, 2023.

시공간 일치성을 이용한 손동작 인식 방법 및 이를 이용한 희소성 기반 3차원 합성곱 신경망 가속 장치

Patents
Seungbin Kim and Kyuho Lee

applied for Korean Patent No. 10-2023-0033723March 15, 2023.

A Low-power and Real-time Semantic LiDAR-SLAM Processor with Point Neural Network Segmentation and kNN Acceleration for Mobile Robots

International Conferences
Jueun Jung, Seungbin Kim, Bokyoung Seo, Wuyoung Jang, Sangho Lee, Jeongmin Shin, Donghyeon Han, and Kyuho Jason Lee

IEEE Symposium on Low-Power and High-Speed Chips and Systems (COOLCHIPS 27), April 2024.

A 422.1 Mpixels/J Tile-based 4K Super Resolution Processor with Variable Bit Compression

International Conferences
Wuyoung Jang, Sangho Lee, Jinhoon Jo, Jueun Jung, Donghyeon Han, and Kyuho Lee

IEEE International Symposium on Circuits and Systems (ISCAS), May 2024. (Accepted for oral presentation)

A Low-power 3D Point Clouds Matching Processor with 1D-CNN Prediction and CAM-based In-memory kNN Searching

International Conferences
Jeongmin Shin, Hoichang Jeong, Seungbin Kim, Keonhee Park, Sangho Lee, and Kyuho Lee

IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), Apirl 2024.

Display-Integrated MIMO Antennas for Gesture-Sensing Radars

International Conferences
Jin Myeong Heo, Hae Soo Eun, Phuong Linh Hoang, Kyuho Lee, Kiseo Kim, Jaeuk Choi, and Gangil Byun

IEEE European Conference on Antennas and Propagation (EuCAP)March 2024.

An Energy-Efficient, Unified CNN Accelerator for Real-Time Multi-Object Semantic Segmentation for Autonomous Vehicle

International Journals
Jueun Jung, Seungbin Kim, Wuyoung Jang, Bokyoung Seo, and Kyuho Lee

IEEE Transactions on Circuits and Systems I (T-CAS I): Regular Papers, vol. 71, no. 5, pp. 2093-2104, May 2024.

LSPU: A Fully-Integrated Real-Time LiDAR-SLAM SoC with Point-Neural-Network Segmentation and Multi-level kNN Acceleration

International Conferences
J. Jung, S. Kim, B. Seo, W. Jang, S. Lee, J. Shin, D. Han, and Kyuho Lee

IEEE International Solid-State Circuits Conference (ISSCC), February 2024.

에너지 효율적인 통합 CNN 아키텍처

Domestic Conferences
이상호, 정주은, 이규호

제 6회 반도체공학회 종합학술대회, Dec, 2023

모바일 자율주행로봇 시스템을 위한 3D Point Cloud k-Nearest Neighbor 가속기 설계

Domestic Conferences
신정민, 이규호

제 6회 반도체공학회 종합학술대회, Dec, 2023

모바일 이미지 변환을 위한 Generative Adversarial Network 가속기

Domestic Conferences
조진훈, 이규호

제 6회 반도체공학회 종합학술대회, Dec, 2023

모바일 자율주행로봇 시스템을 위한 SLAM 아키텍처

Domestic Conferences
정주은, 이규호

제 6회 반도체공학회 종합학술대회, Dec, 2023

UHD Super Resolution을 위한 하드웨어 최적화 가변 bit 데이터 압축기법

Domestic Conferences
장우영, 이규호

제 6회 반도체공학회 종합학술대회, Dec, 2023

실시간 포인트 클라우드 분할 네트워크 시스템 설계

Domestic Conferences
서보경, 이규호

제 6회 반도체공학회 종합학술대회, Dec, 2023

An Energy-Efficient GAN Processor for Mobile Image Translation

Domestic Conferences
조진훈, 이상호, 윤강민, 이규호

제 23회 RF/아날로그 회로 워크샵, September, 2023

FMCW Radar-Based Hand Gesture Recognition with Novel Time-Spectrograms and Lightweight Convolutional Neural Network for Mobile Device

International Conferences
S. Kim, J.M. Heo, S. Lee, K. Kim, J. Choi, G. Byun, and Kyuho Lee

IEEE International Conference on Electronics, Information, and Communication (ICEIC)January 2024.

A 3D-CNN Processor with Hierarchical Sparsity-Aware Computation

International Conferences
S. Kim, and Kyuho Lee

IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), January 2024

An Energy-Efficient GAN Processor for Mobile Image Translation

International Conferences
J. Jo, S. Lee, G. Yun, and Kyuho Lee

IEEE/IEIE International Conference on Consumer Electronics Asia (ICCE-Asia), October 2023

Millimeter-Wave Display-Integrated FMCW Radar for Hand Gesture Recognition in Mobile Devices

International Conferences
J. Heo, S. Kim, Kyuho Lee, Keseo Kim, Jaeuk Choi, and Gangil Byun

J. Heo, S. Kim, Kyuho Lee, Keseo Kim, Jaeuk Choi, and Gangil Byun

“Millimeter-Wave Display-Integrated FMCW Radar for Hand Gesture Recognition in Mobile Devices”

IEEE International Symposium on Antennas and Propagation (ISAP), October 2023.

A 701.7 TOPS/W Time-Domain Spiking Neural Network Compute-in-Memory Processor with 9T1C Bitcell

International Conferences
Keonhee Park, Hoichang Jeong, and Kyuho Lee

EEE International Midwest Symposium on Circuits and Systems (MWSCAS) (Accepted for oral presentation)

Compute-in-Memory와 Time-Domain 연산을 활용한 Spiking Neural Network 가속기

Domestic Conferences
박건희, 이규호

대한전자공학회 하계종합학술대회, June, 2023.

A Ternary Neural Network Computing-in-Memory Processor with 16T1C Bitcell Architecture

International Journals
Hoichang Jeong, Seungbin Kim, Keonhee Park, Jueun Jung, and Kyuho Lee

IEEE Transactions on Circuits and Systems II (T-CAS II): Express Briefs

A Ternary Neural Network Computing-in-Memory Processor with 16T1C Bitcell Architecture

International Conferences
Hoichang Jeong, Keonhee Park, and Kyuho Lee

IEEE International Symposium on Circuits and Systems (ISCAS), May 2023. (Accepted)

마스크 탐지를 위한 저지연 FPGA 기반 CNN 가속기

Domestic Conferences
장우영, 조진훈, 홍은솜, 이규호

제 5회 반도체공학회 종합학술대회 및 정기총회, 12월 2022.

임베디드 시스템을 위한 초경량 분할네트워크 설계

Domestic Conferences
정주은, 이규호

제 5회 반도체공학회 종합학술대회 및 정기총회, 12월 2022.

Ternary Neural Network 가속을 위한 Ternary Processing-In-Memory Processor

Domestic Conferences
정회창, 박건희, 이규호

제 5회 반도체공학회 종합학술대회 및 정기총회, 12월 2022.

Real-time Lightweight 3D-CNN and Sparsity-Aware Processor for Mobile Hand Gesture Recognition

Domestic Conferences
김승빈, 이규호

제 5회 반도체공학회 종합학술대회 및 정기총회, 12월 2022.

Bitcell 기반 Ternary MAC Processing-In-Memory

Domestic Conferences
정회창, 박건희, 이규호

2022년도 반도체공학회 하계학술대회, 7월, 2022.

모바일 환경에서의 실시간 손동작 인식을 위한 경량화된 3D-CNN

Domestic Conferences
김승빈, 이규호

대한전자공학회 2022년도 하계종합학술대회, 6월 2022.

깊이 정보를 활용한 자율주행을 위한 실시간 의미론적 영상 분할 네트워크

Domestic Conferences
정주은, 이규호

대한전자공학회 2022년도 하계종합학술대회, 6월 2022.

A Real-Time Sparsity-Aware 3D-CNN Processor for Mobile Hand Gesture Recognition

International Conferences
Seungbin Kim, Jueun Jung, Wuyoung Jang, Hoichang Jeong, and Kyuho Lee

IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS), June 2022.

An Energy-Efficient CNN Accelerator for Multi-object Real-Time Semantic Segmentation in Autonomous Vehicle

International Conferences
Jueun Jung, Seungbin Kim, Wuyoung Jang, Hoi-Chang Jeong, and Kyuho Lee

IEEE International Symposium on Circuits and Systems (ISCAS), May 2022. (Accepted)

Accelerating Data Pre-processing in DNN Training with Programmable Storage

Patents
Chanho Park, Myeongjae Jeon, and Kyuho Lee

applied for USA Patent No. 17.588,686, December 22, 2021.

Trends of Modern Processors for AI Acceleration

International Conferences
Kyuho Lee

IEEE International SoC Design Conference (ISOCC), October 2021.

데이터 전처리를 위한 스토리지 장치 및 그 동작 방법

Patents
Myeongjae Jeon, Kyuho Lee, Chanho Park

applied for Korea Patent NO. 10-2021-0074809, June 9, 2021.

Architecture of neural processing unit for deep neural networks

International Journals
Kyuho J. Lee

Advances in Computers, Elsevier, vol. 122, pp. 217-245, April 2021.

The Development of Silicon for AI: Different Design Approaches

International Journals
Kyuho Lee, Jinmook Lee, Sungpill Choi, and Hoi-Jun Yoo

IEEE Transactions on Circuits and Systems I (T-CAS I): Regular Papers, vol. 67, no. 12, pp. 4719-4732, December 2020.

An Energy-Efficient Deep Neural Network Accelerator Design

International Conferences
Jueun Jung and Kyuho Lee

IEEE Asilomar Conference on Signals, Systems, and Computers (ACSSC), November 2020.

A 9.52 ms Latency, and Low-power Streaming Depth-estimation Processor with Shifter-based Pipelined Architecture for Smart Mobile Devices

International Journals
Sungpill Choi, Kyuho Jason Lee, Yongwoo Kim, and Hoi-Jun Yoo

Journal of Semiconductor Technology and Science (JSTS), vol. 20, no. 3, pp. 255-270, June 2020.

17.3 A −58dBc-Worst-Fractional-Spur and −234dB-FoMjitter, 5.5GHz Ring-DCO-Based Fractional-N DPLL Using a Time-Invariant-Probability Modulator, Generating a Nonlinearity-Robust DTC-Control Word

International Conferences
T. Seong, Y. Lee, C. Hwang, J. Lee, H. Park, Kyuho Lee, and J. Choi,

IEEE International Solid-State Circuits Conference (ISSCC), February 2020.

Tunneling-based ternary metal-oxide-semiconductor technology

International Journals
Jae Won Jeong, Young-Eun Choi, Woo-Seok Kim, Jee-Ho Park, Sunmean Kim, Sunhae Shin, Kyuho Lee, Jiwon Chang, Seong-Jin Kim, and Kyung Rok Kim

Nature Electronics (Nat. Electron), vol. 2, issue 7, pp. 307-312, July 2019.

A Low-power, Mixed-mode Neural Network Classifier for Robust Scene Classification

International Journals
Kyuho Lee, Junyoung Park, and Hoi-Jun Yoo

Journal of Semiconductor Technology and Science (JSTS), vol. 19, no. 1, pp. 129-136, February 2019.

A 9.02mW CNN-Stereo Based Real-Time 3D Hand Gesture Recognition Processor for Smart Mobile Devices

International Conferences
S. Choi, J. Lee, Kyuho Lee, and H.-J. Yoo

IEEE International Solid-State Circuits Conference (ISSCC), February 2018.

A 1.4mW-Sensitivity 94-dB Dynamic-Range Electrical Impedance Tomography SoC and 48-Channel Hub-SoC for 3-D Lung Ventilation Monitoring System

International Journals
Minseo Kim, Jaeeun Jang, Hyunki Kim, Jihee Lee, Jaehyuck Lee, Jiwon Lee, Kyungrog Lee, Kwante Kim, Yongsu Lee, Kyuho Jason Lee, and Hoi-Jun Yoo

IEEE Journal of Solid-State Circuits (JSSC), vol. 52, no. 11, pp. 2829-2842, October 2017.

An Ultra-Low-Power and Mixed-Mode Event-Driven Face Detection SoC for Always-on Mobile Applications

International Conferences
C. Kim, K. Bong, I. Hong, Kyuho Lee, S. Choi, and H.-J. Yoo

IEEE European Solid-State Circuits Conference (ESSCIRC), September 2017.

A 590MDE/s Semi-Global Matching Processor with Lossless Data Compression

International Conferences
K. Bong, Kyuho Lee, and H.-J. Yoo

IEEE International System-on-Chip Conference (SOCC), September 2017.

A 82-nW Chaotic Map True Random Number Generator Based on a Sub-Ranging SAR ADC

International Journals
Minseo Kim, Unsoo Ha, Kyuho Jason Lee, Yongsu Lee, and Hoi-Jun Yoo

IEEE Journal of Solid-State Circuits (JSSC), vol. 52, no. 7, pp. 1953-1965, July 2017.

A Real-Time and Energy-Efficient Embedded System for Intelligent ADAS with RNN-Based Deep Risk Prediction using Stereo Camera

International Conferences
Kyuho Lee, G. Choe, K. Bong, C. Kim, I. S. Kweon, and H.-J. Yoo

Proceedings of International Conference on Computer Vision Systems (ICVS), July, 2017.

A 31.2pJ/disparity/pixel Stereo Matching Processor with Stereo SRAM for Mobile UI Application

International Conferences
J. Lee, D. Shin, Kyuho Lee, and H.-J. Yoo

IEEE Symposium on VLSI Circuits (S. VLSI), June, 2017.

A 502GOPS and 0.984mW Dual-mode Intelligent ADAS SoC with Real-Time Semi-Global Matching and Intention Prediction for Smart Automotive Black Box System

International Journals
Kyuho Jason Lee, Kyeongryeol Bong, Changhyeon Kim, Jaeeun Jang, Kyoung-Rog Lee, Jihee Lee, Gyeonghoon Kim, and Hoi-Jun Yoo

IEEE Journal of Solid-State Circuits (JSSC), vol. 52, no. 1, pp. 139-150, January 2017.

A CMOS Image Sensor-based Stereo Matching Accelerator with Focal-plane Rectification and Analog Census Transform

International Journals
Changhyeon Kim, Kyeongryeol Bong, Sungpill Choi, Kyuho Jason Lee, and Hoi-Jun Yoo

IEEE Transactions on Circuits and Systems I (T-CAS I): Regular Papers, vol. 63, no. 12, pp. 2180-2188, December 2016.

A 82nW Chaotic-Map True Random Number Generator Based on Sub-Ranging SAR ADC

International Conferences
M. Kim, U. Ha, Y. Lee, Kyuho Lee, and H.-J. Yoo

IEEE European Solid-State Circuits Conference (ESSCIRC), September, 2016.

An Intelligent ADAS Processor with Real-Time Semi-Global Matching and Intention Prediction for 720p Stereo Vision

International Conferences
Kyuho Lee, K. Bong, C. Kim, and H.-J. Yoo

IEEE Symposium on High Performance Chips (HOTCHIPS XXVIII), August, 2016.

An Energy-Efficient Parallel Multi-Core ADAS Processor with Robust Visual Attention and Workload-Prediction DVFS for Real-Time HD Stereo Stream

International Conferences
Kyuho Lee, K. Bong, C. Kim, J. Park, and H.-J. Yoo

IEEE Symposium in Low-Power and High-Speed Chips (COOLCHIPS XIX), April, 2016.

A 502GOPS and 0.984mW Dual-mode ADAS SoC with RNN-FIS Engine for Intention Prediction in Automotive Black Box System

International Conferences
Kyuho Lee, K. Bong, C. Kim, J. Jang, H. Kim, J. Lee, K.-R. Lee, G. Kim, and H.-J. Yoo

IEEE International Solid-State Circuits Conference (ISSCC), February, 2016.

A 2.71nJ/Pixel Gaze-Activated Object Recognition System for Low-power Mobile Smart Glasses

International Journals
Injoon Hong, Kyeongryeol Bong, Dongjoo Shin, Seongwook Park, Kyuho Jason Lee, Youchang Kim, and Hoi-Jun Yoo

IEEE Journal of Solid-State Circuits (JSSC), vol. 51, no. 1, pp. 45-55, January 2016.

A 79pJ/b 80Mb/s Full-Duplex Transceiver and a 42.5mW 100kb/s Super-Regenerative Transceiver for Body Channel Communication

International Journals
Hyunwoo Cho, Hyunki Kim, Minseo Kim, Jaeeun Jang, Yongsu Lee, Kyuho Jason Lee, Joonsung Bae, and Hoi-Jun Yoo

IEEE Journal of Solid-State Circuits (JSSC), vol. 51, no. 1, pp. 310-317, January 2016.

Intelligent Task Scheduler with High Throughput NoC for Real-Time Mobile Object Recognition SoC

International Conferences
Kyuho Lee, J. Park, I. Hong, and H.-J. Yoo

IEEE European Solid-State Circuits Conference (ESSCIRC), September, 2015.

A Vocabulary Forest Object Matching Processor with 2.07 M-vector/s Throughput and 13.3 nJ/vector Per-Vector Energy for Full-HD 60 fps Video Object Recognition

International Journals
Kyuho Jason Lee, Gyeonghoon Kim, Junyoung Park, and Hoi-Jun Yoo,

IEEE Journal of Solid-State Circuits (JSSC), vol. 50, no. 4, pp. 1059-1069, April 2015.

A Keypoint-level Parallel Pipelined Object Recognition Processor with Gaze Activation Image Sensor for Mobile Smart Glasses System

International Conferences
I. Hong, D. Shin, Y. Kim, K. Bong, S. Park, Kyuho Lee, and H.-J. Yoo

IEEE Symposium in Low-Power and High-Speed Chips (COOLCHIPS XVIII), April, 2015.

A 2.71nJ/Pixel 3D-Stacked Gaze-Activated Object Recognition System for Low-power Mobile HMD Applications

International Conferences
I. Hong, K. Bong, D. Shin, S. Park, Kyuho Lee, Y. Kim, and H.-J. Yoo

IEEE International Solid-State Circuits Conference (ISSCC), February, 2015.

A 1.22 TOPS and 1.52mW/MHz Augmented Reality Multi-Core Processor with Neural Network NoC for HMD Applications

International Journals
Gyeonghoon Kim, Kyuho Lee, Youchang Kim, Seongwook Park, Injoon Hong, Kyeongryeol Bong, and Hoi-Jun Yoo

IEEE Journal of Solid-State Circuits (JSSC), vol. 50, no. 1, pp. 113-124, January 2015.

An Augmented Reality Processor with a Congestion-Aware Network-on-Chip Scheduler

International Journals
Gyeonghoon Kim, Donghyun Kim, Seongwook Park, Youchang Kim, Kyuho Lee, Injoon Hong, Kyeongryeol Bong, and Hoi-Jun Yoo

IEEE MICRO, vol. 34, no. 6, pp. 31-41, November-December 2014.

A Vocabulary Forest-based Object Matching Processor with 2.07M-vec/s Throughput and 13.3nJ/vector Energy in Full-HD Resolution

International Conferences
Kyuho Lee, G. Kim, Junyoung Park, and Hoi-Jun Yoo,

IEEE Symposium on VLSI Circuits (S. VLSI), June, 2014.

A Task-level Pipelined Many-SIMD Augmented Reality Processor with Congestion-aware Network-on-Chip Scheduler

International Conferences
G. Kim, S. Park, Kyuho Lee, Y. Kim, I. Hong, K. Bong, D. Shin, S. Choi, J. Park, and H.-J. Yoo

IEEE Symposium in Low-Power and High-Speed Chips (COOLCHIPS XVII), April, 2014.

A 1.22 TOPS and 1.52mW/MHz Augmented Reality Multi-Core Processor with Neural Network NoC for HMD Applications

International Conferences
G. Kim, Y. Kim, Kyuho Lee, S. Park, I. Hong, K. Bong, D. Shin, S. Choi, J. Oh, and H.-J. Yoo

IEEE International Solid-State Circuits Conference (ISSCC), February, 2014.

Cognitive Processor Mimicking Hyper-columns in Visual Cortex

Patents
Gyeonghoon Kim, Kyuho Lee, Injoon Hong, and Hoi-Jun Yoo

filed to Korean Patent NO.10-1356786, January 21, 2014.

A Multi-Modal and Tunable Radial-Basis-Function Circuit with Supply and Temperature Compensation

International Conferences
Kyuho Lee, J. Park, G. Kim, I. Hong, and H.-J. Yoo
https://ieeexplore.ieee.org/document/6572169

IEEE International Symposium on Circuits and Systems (ISCAS), May, 2013.

A Multi-granularity Parallelism Object Recognition Processor with Content-aware Fine-grained Task Scheduling

International Conferences
J. Park, I. Hong, G. Kim, Y. Kim, Kyuho Lee, S. Park, K. Bong and H.-J. Yoo

IEEE Symposium in Low-Power and High-Speed Chips (COOLCHIPS XVI), April, 2013.

A 646GOPS/W multi-classifier many-core processor with cortex-like architecture for super-resolution recognition

International Conferences
J. Park, I. Hong, G. Kim, Y. Kim, Kyuho Lee, S. Park, K. Bong and H.-J. Yoo