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[J31] An FPGA-Based Energy-Efficient Real-Time Hand Pose Estimation System with an Integrated Image Signal Processor for Indirect 3D Time-of-Flight Sensors
Yong Soo Kim (김용수)
,
Jaehyeon So (소재현)
,
Chanwook Hwang (황찬욱)
,
Cheng Wencan (정문찬)
,
Jaehyuk Choi
,
Jong Hwan Ko (고종환)
IEEE IoT-J (if : 8.2 jcr 3.4%)
Project
[C67] F-3DGS: Factorized Coordinates and Representations for 3D Gaussian Splatting
Xiangyu Sun
,
Joo Chan Lee (이주찬)
,
Daniel Rho (노다니엘)
,
Jong Hwan Ko (고종환)
,
Usman Ali
,
Eunbyung Park
ACM MM 2024 (BK 인정 우수학회)
Project
ACM MM 2024
[C66] HandDAGT: A Denoising Adaptive Graph Transformer for 3D Hand Pose Estimation
Cheng Wencan (정문찬)
,
Eun-ji Kim (김은지)
,
Jong Hwan Ko (고종환)
ECCV 2024 (BK 인정 우수학회)
Project
ECCV 2024
[C65] Continuous Memory Representation for Anomaly Detection
Joo Chan Lee (이주찬)
,
Taejune Kim
,
Eunbyung Park
,
Simon S. Woo
,
Jong Hwan Ko (고종환)
ECCV 2024 (BK 인정 우수학회)
Project
ECCV 2024
[J30] Reconfigurable Resistive Switching Memory for Telegraph Code Sensing and Recognizing Reservoir Computing Systems
Dohyung Kim
,
Phuoc Loc Truong
,
Cheong Beom Lee
,
Hyeonsu Bang (방현수)
,
Jia Choi
,
Seokhyun Ham
,
Jong Hwan Ko (고종환)
,
Kyeounghak Kim
,
Daeho Lee
,
Hui Joon Park
Small (IF: 13.3, JCR top 7%)
Project
Small
[C64] C-AFA: A Conditionally Approximate Full Adder for Efficient DNN Inference in CIM Arrays
Juhong Park (박주홍)
,
Jong Hwan Ko (고종환)
ISOCC 2024
Project
ISOCC 2024
[C63] A Hybrid Precision Network with Efficient Processing Elements for 3D Hand Pose Estimation
Jaehyeon So (소재현)
,
Jong Hwan Ko (고종환)
ISOCC 2024
Project
ISOCC 2024
[C62] Row-Efficient Pruning for In-Memory Convolutional Weight Mapping
Johnny Rhe (이존이)
,
Jong Hwan Ko (고종환)
ISOCC 2024
Project
ISOCC 2024
[J29] One-Shot Remote Integration of Macromolecular Synaptic Elements on a Chip for Ultrathin Flexible Neural Network System
Jiyun Lee
,
Jaehoon Lee
,
Hyeonsu Bang (방현수)
,
Tae Woong Yoon
,
Jong Hwan Ko (고종환)
,
Guobing Zhang
,
Ji-Sang Park
,
Il Jeon
,
Sungjoo Lee
,
Boseok Kang
Advanced Materials 2024 (IF 29.4, JCR top 3%)
Project
Advanced Materials
[C61] HandDiff: 3D Hand Pose Estimation with Diffusion on Image-Point Cloud
Cheng Wencan (정문찬)
,
Hao Tang
,
Luv Van Gool
,
Jong Hwan Ko (고종환)
CVPR 2024 (Highlight, top 3.6%) (BK 인정 우수학회)
Project
CVPR 2024
[C60] Compact 3D Gaussian Representation for Radiance Field
Joo Chan Lee (이주찬)
,
Daniel Rho (노다니엘)
,
Xiangyu Sun
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
CVPR 2024 (Highlight, top 3.6%) (BK 인정 우수학회)
Project
CVPR 2024
[C59] ConvMapSim: Modeling and Simulating Convolutional Weight Mapping for PIM Arrays
Kang Eun Jeon (전강은)
,
Wooram Seo (서우람)
,
Johnny Rhe (이존이)
,
Jong Hwan Ko (고종환)
IEEE AICAS 2024
Project
IEEE AICAS 2024
[C58] An Efficient Ventricular Arrhythmias Detection on Microcontrollers with Optimized 1D CNN
Chanwook Hwang (황찬욱)
,
Jaehyeon So (소재현)
,
Johnny Rhe (이존이)
,
Ji Yoon Kim (김지윤)
,
Juhong Park (박주홍)
,
Kang Eun Jeon (전강은)
,
Jong Hwan Ko (고종환)
IEEE AICAS 2024
Project
IEEE AICAS 2024
[C57] Adaptive Image Downscaling for Rate-Accuracy-Latency Optimization of Task-Target Image Compression
Hangyul Choi (최한결)
,
Seongmoon Jeong (정성문)
,
Sangwoon Kwak
,
Soon-Heung Jung
,
Jong Hwan Ko (고종환)
IEEE AICAS 2024
Project
IEEE AICAS 2024
[C56] TraiNDSim: A Simulation Framework for Comprehensive Performance Evaluation of Neuromorphic Devices for On-Chip Training
Donghyeok Heo (허동혁)
,
Hyeonsu Bang (방현수)
,
Jong Hwan Ko (고종환)
DAC 2024 (BK 인정 우수학회)
Project
DAC_2024
[J28] KERNTROL: Kernel Shape Control Toward Ultimate Memory Utilization for In-Memory Convolutional Weight Mapping
Johnny Rhe (이존이)
,
Kang Eun Jeon (전강은)
,
Joo Chan Lee (이주찬)
,
Seongmoon Jeong (정성문)
,
Jong Hwan Ko (고종환)
IEEE TCAS-I 2024 (JCR Q1)
Project
IEEE Xplore
[C55]KARS: Kernel-Grouping Aided Row-Skipping for SDK-based Weight Compression in PIM Arrays
Juhong Park (박주홍)
,
Johnny Rhe (이존이)
,
Jong Hwan Ko (고종환)
ISCAS 2024
Project
ISCAS_2024
[C54]Coordinate-Aware Modulation for Neural Fields
Joo Chan Lee (이주찬)
,
Daniel Rho (노다니엘)
,
Seungtae Nam
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
ICLR 2024 (Spotlight, Acceptance Rate = 6.2%)
Project
ICLR_2024
[J27] A DNN Partitioning Framework with Controlled Lossy Mechanisms for Edge-Cloud Collaborative Intelligence
Hyochan Kim (김효찬)
,
Ji Sub Choi
,
Jungrae Kim
,
Jong Hwan Ko (고종환)
FGCS 2024 (JCR top 10%)
Project
FGCS
[J26] Highly Reliable 3D Channel Memory and Its Application in a Neuromorphic Sensory System for Finger Motion Tracking
Dohyung Kim
,
Cheong Beom Lee
,
Kyu Kwan Park
,
Hyeonsu Bang (방현수)
,
Phuoc Loc Truong
,
Jongmin Lee
,
Bum Ho Jeong
,
Hakjun Kim
,
Sang Min Won
,
Do Hwan Kim
,
Daeho Lee
,
Jong Hwan Ko (고종환)
,
Hyong Won Baac
,
Kyeonghak Kim
,
Hui Joon Park
ACS Nano 2023 (IF 17.1, JCR top 6%)
Project
ACS_Nano
[C53]Facto-CNN: Memory-Efficient CNN Training with Low-rank Tensor Factorization and Lossy Tensor Compression
Seungtae Lee
,
Jong Hwan Ko (고종환)
,
Seokin Hong
ACML 2023
Project
ACML_2023
[C52] Mip-Grid: Anti-aliased Grid Representations for Neural Radiance Fields
Seungtae Nam
,
Daniel Rho (노다니엘)
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
NeurIPS 2023 (BK 인정 우수학회)
Project
NeurIPS_2023
[C51] DCR: Decomposition-Aware Column Re-Mapping for Stuck-At-Fault Tolerance in ReRAM Arrays
Hyeonsu Bang (방현수)
,
Kang Eun Jeon (전강은)
,
Johnny Rhe (이존이)
,
Jong Hwan Ko (고종환)
ICCD 2023 (BK 인정 우수학회)
Project
ICCD_2023
[C50] FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos
Joo Chan Lee (이주찬)
,
Daniel Rho (노다니엘)
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
ACM MM 2023 (BK 인정 우수학회)
Project
ACM_MM_2023
[C49] Multi-Scale Bidirectional Recurrent Network with Hybrid Correlation for Point Cloud Based Scene Flow Estimation
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
ICCV 2023 (BK 인정 우수학회)
Project
ICCV_2023
[C48] HandR2N2: Iterative 3D Hand Pose Estimation Using a Residual Recurrent Neural Network
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
ICCV 2023 (BK 인정 우수학회)
Project
ICCV_2023
[C47] Kernel Shape Control for Row-Efficient Convolution on Processing-In-Memory Arrays
Johnny Rhe (이존이)
,
Kang Eun Jeon (전강은)
,
Joo Chan Lee (이주찬)
,
Seongmoon Jeong (정성문)
,
Jong Hwan Ko (고종환)
ICCAD 2023 (BK 인정 우수학회)
Project
ICCAD 2023
[C46] An Energy Efficient Sorting Architecture with Cell-Gating for Top-K Sorting on FPGA
Jaehyeon So (소재현)
,
Yong Soo Kim (김용수)
,
Chanwook Hwang (황찬욱)
,
Jong Hwan Ko (고종환)
MWSCAS 2023
Project
MWSCAS 2023
[C45] PAIRS: Pruning-AIded Row-Skipping for Convolutional Weight Mapping in Processing-In-Memory Architectures
Johnny Rhe (이존이)
,
Kang Eun Jeon (전강은)
,
Jong Hwan Ko (고종환)
ISLPED 2023 (BK 인정 우수학회)
Project
ISLPED 2023
[C44] Weight-Aware Activation Mapping for Energy-Efficient Convolution on PIM Arrays
Kang Eun Jeon (전강은)
,
Johnny Rhe (이존이)
,
Hyeonsu Bang (방현수)
,
Jong Hwan Ko (고종환)
ISLPED 2023 (BK 인정 우수학회)
Project
ISLPED 2023
[C43] Dynamic Inference Acceleration of 3D Point Cloud Deep Neural Networks Using Point Density and Entropy
Gyudo Park
,
SooHyeok Kang
,
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
CVPR Workshop 2023
Project
CVPR Workshop 2023
[C42] Rate-Controllable and Target-Dependent JPEG-Based Image Compression Using Feature Modulation
Seongmoon Jeong (정성문)
,
Kang Eun Jeon (전강은)
,
Jong Hwan Ko (고종환)
IEEE ICME Workshop 2023
Project
IEEE ICME Workshop 2023
[C41] Masked Wavelet Representation for Compact Neural Radiance Fields
Daniel Rho (노다니엘)
,
Byeonghyeon Lee
,
Seungtae Nam
,
Joo Chan Lee (이주찬)
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
CVPR 2023 (BK 인정 우수학회)
Project
CVPR 2023
[C40] Regression to Classification: Waveform Encoding for Neural Field-Based Audio Signal Representation
Taesoo Kim (김태수)
,
Daniel Rho (노다니엘)
,
Gahui Lee
,
JaeHan Park
,
Jong Hwan Ko (고종환)
ICASSP 2023
Project
ICASSP 2023
[J25] Data-Driven Design of Electrically Conductive Nanocomposite Materials: A Case Study of Acrylonitrile–Butadiene–Styrene/Carbon Nanotube Binary Composites
Changrok So (소창록)
,
Young-Shin Kim
,
Jong Hyuk Park
,
Gwan-Yeong Kim
,
B04_Seungjong_Cha
,
Jong Hwan Ko (고종환)
,
Boseok Kang
Advanced Intelligent Systems 2023 (JCR top 10%)
Project
[J24] Room-Temperature-Processable Highly Reliable Resistive Switching Memory with Reconfigurability for Neuromorphic Computing and Ultrasonic Tissue Classification
Dohyung Kim
,
Hyeonsu Bang (방현수)
,
Hyoung Won Baac
,
Jongmin Lee
,
Phuoc Loc Truong
,
Bum Ho Jeong
,
Tamilselvan Appadurai
,
Kyu Kwan Park
,
Donghyeok Heo
,
Vu Binh Nam
,
Hocheon Yoo
,
Kyeounghak Kim
,
Daeho Lee
,
Jong Hwan Ko (고종환)
,
Hui Joon Park
Advanced Functional Materials 2023 (IF 19.924, JCR top 5%)
Project
[J23] An Overhead-Free Region-Based JPEG Framework for Task-Driven Image Compression
Seonghye Jeong (정성혜)
,
Seongmoon Jeong (정성문)
,
Simon S. Woo
,
Jong Hwan Ko (고종환)
Pattern Recognition Letters 2022
Project
[C39] Element-wise Partial Product Quantization for Efficient Deep Learning Accelerators
Si Yeon Kim (김시연)
,
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
ICCE-Asia 2022
Project
ICCE-Asia_2022
[C38] An Efficient Systolic Array with Variable Data Precision and Dimension Support
Jaehyeon So (소재현)
,
Jong Hwan Ko (고종환)
ISOCC 2022
Project
ISOCC_2022
[C37] Neural Residual Flow Fields for Efficient Video Representations
Daniel Rho (노다니엘)
,
Junwoo Cho
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
ACCV 2022 (BK 인정 우수학회)
Project
ACCV_2022
[J22] Micro-ultrasonic Assessment of Early Stage Clot Formation and Whole Blood Coagulation Using an All-Optical Ultrasound Transducer and an Adaptive Signal Processing Algorithm
Deblina Biswas
,
Jeongmin Heo
,
Pilgyu Sang
,
Prasanta Dey
,
Kayoung Han
,
Jong Hwan Ko (고종환)
,
Sang Min Won
,
Donghee Son
,
Minah Suh
,
Hyung Sik Kim
,
Jong G. Ok
,
Hui Joon Park
,
Hyoung Won Baac
ACS Sensors 2022 (IF 9.618, JCR top 10%)
Project
DOI
[J21] A Reconfigurable Neural Architecture for Edge–Cloud Collaborative Real-Time Object Detection
Joo Chan Lee (이주찬)
,
Yongwoo Kim
,
SungTae Moon
,
Jong Hwan Ko (고종환)
IEEE IoT-J 2022 (IF 10.238, JCR top 5%)
Project
[C36] Bi-PointFlowNet: Bidirectional Learning for Point Cloud Based Scene Flow Estimation
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
ECCV 2022 (BK 인정 우수학회) - Oral presentation (Acceptance rate=2.8%)
Project
ECCV_2022
[C35] Streamable Neural Fields
Junwoo Cho
,
Seungtae Nam
,
Daniel Rho (노다니엘)
,
Jong Hwan Ko (고종환)
,
Eunbyung Park
ECCV 2022 (BK 인정 우수학회)
Project
ECCV_2022
[J20] Scalable Color Quantization for Task-Centric Image Compression
Jaehyun Park (박재현)
,
Sanghoon Kim (김상훈)
,
Joo Chan Lee (이주찬)
,
Jong Hwan Ko (고종환)
ACM TOMM 2022 (JCR Q1)
Project
ACM
[J19] Epidermal Piezoresistive Structure with Deep Learning-Assisted Data Translation
Changrok So (소창록)
,
Jong Uk Kim
,
Haiwen Luan
,
Sang Uk Park
,
Hyochan Kim (김효찬)
,
Seungyong Han
,
Do Young Kim
,
Changhwan Shin
,
Tae-il Kim
,
Wi Hyoung Lee
,
Yoonseok Park
,
Keun Heo
,
Hyoung Won Baac
,
Jong Hwan Ko (고종환)
,
Sang Min Won
Nature Partner Journals Flexible Electronics 2022 (IF 12.019, JCR top 1%)
Project
NPJ
[C34] NAS-VAD: Neural Architecture Search for Voice Activity Detection
Daniel Rho (노다니엘)
,
Jinhyeok Park
,
Jong Hwan Ko (고종환)
INTERSPEECH 2022
Project
INTERSPEECH_2022
[J18] Multi-Prediction Compression: An Efficient and Scalable Memory Compression Framework for GP-GPU
Hoyong Jin
,
Donghun Jeong
,
Taewon Park
,
Jong Hwan Ko (고종환)
,
Jungrae Kim
IEEE CAL 2022
Project
IEEE Xplore
[J17] VWC-SDK: Convolutional Weight Mapping Using Shifted and Duplicated Kernel with Variable Windows and Channels
Johnny Rhe (이존이)
,
Sungmin Moon (문성민)
,
Jong Hwan Ko (고종환)
IEEE JETCAS 2022 (JCR Q1)
Project
IEEE Xplore
[C33] ADA-VAD: Unpaired Adversarial Domain Adaptation for Noise-Robust Voice Activity Detection
Taesoo Kim (김태수)
,
Jiho Chang
,
Jong Hwan Ko (고종환)
ICASSP 2022
Project
ICASSP_2022
[C32] VW-SDK: Efficient Convolutional Weight Mapping Using Variable Windows for Processing-In-Memory Architectures
Johnny Rhe (이존이)
,
Sungmin Moon (문성민)
,
Jong Hwan Ko (고종환)
DATE 2022 (BK 인정 우수학회)
Project
IEEE Explore
[J16] ORVAE: One-Class Residual Variational Autoencoder for Voice Activity Detection in Noisy Environment
Hasam Khalid
,
Shahroz Tariq
,
Taesoo Kim (김태수)
,
Jong Hwan Ko (고종환)
,
Simon S. Woo
Neural Processing Letters 2022
Project
Springer
[J15] Adaptive Weight-bit Inversion for State Error Reduction for Robust and Efficient Deep Neural Network Inference Using MLC NAND Flash
Jaehun Jang (장재훈)
,
Jong Hwan Ko (고종환)
Journal of Systems Architecture 2022 (JCR Q1)
Project
JSA_2022
[C31] HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton
Cheng Wencan (정문찬)
,
Jaehyun Park (박재현)
,
Jong Hwan Ko (고종환)
ICCV 2021 (BK 인정 우수학회)
Project
ICCV_2021
[J14] Binary-Classifiers-Enabled Filters for Semi-Supervised Learning
Teerath Kumar
,
Jinbae Park
,
Muhammad Salman Ali
,
A F M Shahab Uddin
,
Jong Hwan Ko (고종환)
,
Sung-Ho Bae
IEEE Access 2021
Project
IEEE Xplore
[C30] A Splittable DNN-Based Object Detector for Edge-Cloud Collaborative Real-Time Video Inference
Joo Chan Lee (이주찬)
,
Yongwoo Kim
,
Sung Tae Moon
,
Jong Hwan Ko (고종환)
AVSS 2021 (BK 인정 우수학회)
Project
AVSS_2021
[C29] A Charge-Domain Computation-in-Memory Macro with Versatile All-Around-Wire-Capacitor for Variable-Precision Computation and Array-Embedded DA/AD Conversions
Gicheol Shin
,
Donguk Seo
,
Jaerok Kim
,
Johnny Rhe (이존이)
,
Eunyoung Lee
,
Seonho Kim
,
Soyoun Jeong
,
Jong Hwan Ko (고종환)
,
Yoonmyung Lee
ESSCIRC 2021
Project
ESSCIRC_2021
[J13] Target-Dependent Scalable Image Compression Using a Reconfigurable Recurrent Neural Network
Sanghoon Kim (김상훈)
,
Jaehyun Park (박재현)
,
Jong Hwan Ko (고종환)
IEEE Access 2021
Project
IEEE Xplore
[C28] A Sub-Milliwatt and Sub-Millisecond 3-D GazeEstimator for Ultra Low-Power AR Applications
Sungmin Moon (문성민)
,
Chao Zhang
,
Soo Ill Park (박수일)
,
Hui Zhang
,
Woo Shik Kim
,
Jong Hwan Ko (고종환)
ACM UbiComp/ISWC 2021 (BK 인정 우수학회)
Project
UbiComp_2021
ISWC_2021
[B01] Ultra-low Power/IoT Architectures
Amit R. Trivedi
,
Jaeha Kung
,
Jong Hwan Ko (고종환)
Book chapter of ‘Handbook of Computer Architecture, Springer’
Springer
[J12] Robust Detection of Small and Dense Objects in Images from Autonomous Aerial Vehicles
Joo Chan Lee (이주찬)
,
Jeong Yeop Yoo (유정엽)
,
Yongwoo Kim
,
SungTae Moon
,
Jong Hwan Ko (고종환)
IET EL 2021
Project
IET_EL_2021
[J11] A Charge-Domain Scalable-Weight In-Memory Computing Macro with Dual-SRAM Architecture for Precision-Scalable DNN Accelerators
Eunyoung Lee
,
Taeyoung Han
,
Donguk Seo
,
Gicheol Shin
,
Jaerok Kim
,
Seonho Kim
,
Soyoun Jeong
,
Johnny Rhe (이존이)
,
Jaehyun Park (박재현)
,
Jong Hwan Ko (고종환)
,
Yoonmyung Lee
IEEE TCAS-I 2021
Project
IEEE Xplore
[C27] Application of Adversarial Domain Adaptation to Voice Activity Detection
Taesoo Kim (김태수)
,
Jong Hwan Ko (고종환)
IntelliSys 2021
Project
Intellisys_2021
[J10] Segmentation of Points in the Future: Joint Segmentation and Prediction of a Point Cloud
Cheng Wencan (정문찬)
,
Jong Hwan Ko (고종환)
IEEE Access 2021
Project
IEEE Xplore
[C26] WISER: Deep Neural Network Weight-bit Inversion for State Error Reduction in MLC NAND Flash
Jaehun Jang (장재훈)
,
Jong Hwan Ko (고종환)
DATE 2021 (BK 인정 우수학회)
Project
DATE_2021
[C25] VisDrone-DET2020: The Vision Meets Drone Object Detection in Image Challenge Results
Jong Hwan Ko (고종환)
,
Joo Chan Lee (이주찬)
,
Jeong Yeop Yoo (유정엽)
ECCV 2020 Workshop on Computer Vision for UAVs (VisDrone Challenge 1st Place Winner)
Project
Video
ECCV_2020
[J8] CAMEL: An Adaptive Camera with Embedded Machine Learning Based Sensor Parameter Control
Burhan A Mudassar
,
Priyabrata Saha
,
Yun Long
,
Muhammad Faisal Amir
,
Evan Gebhardt
,
Taesik Na
,
Jong Hwan Ko (고종환)
,
Marilyn Wolf
,
Saibal Mukhopadhyay
IEEE JETCAS 2019
Project
IEEE Xplore
[C24] A Camera with Brain–Embedding Machine Learning in 3D Sensors
Burhan A Mudassar
,
Priyabrata Saha
,
Yun Long
,
Muhammad Faisal Amir
,
Evan Gebhardt
,
Taesik Na
,
Jong Hwan Ko (고종환)
,
Marilyn Wolf
,
Saibal Mukhopadhyay
DATE 2019 (BK 인정 우수학회)
Project
IEEE Explore
DATE_2019
[C23] Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms
Taesik Na
,
Minah Lee
,
Burhan A Mudassar
,
Priyabrata Saha
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
IJCNN 2019
Project
IJCNN_2019
[C22] Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms
Jong Hwan Ko (고종환)
,
Taesik Na
,
Mohammad Faisal Amir
,
Saibal Mukhopadhyay
AVSS 2018 (BK 인정 우수학회)
Project
arXiv
AVSS_2018
[C21] An Energy Harvesting Image Sensor SOC with 5.8μW/mm2 Power Generation and 0.77 frames/second Self-Powered Frame Rate
Mohammad Faisal Amir
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
S3S 2018
Project
News
S3S_2018
[J7] Energy Efficient and Side-Channel Secure Cryptographic Hardware for IoT-edge Nodes
Arvind Singh
,
Nikhil Chawla
,
Jong Hwan Ko (고종환)
,
Monodeep Kar
,
Saibal Mukhopadhyay
IEEE IoT-J 2018
Project
IEEE Xplore
[C20] Edge-cloud collaborative processing for intelligent internet of things: a case study on smart surveillance
Burhan A Mudassar
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
DAC 2018 (BK 인정 우수학회)
Project
IEEE Explore
DAC_2018
[J6] 3-D Stacked Image Sensor With Deep Neural Network Computation
Mohammad Faisal Amir
,
Jong Hwan Ko (고종환)
,
Taesik Na
,
Duckhwan Kim
,
Saibal Mukhopadhyay
IEEE Sensors-J 2018
Project
IEEE Xplore
[J5] An Energy-Quality Scalable Wireless Image Sensor Node for Object-Based Video Surveillance
Jong Hwan Ko (고종환)
,
Mohammad Faisal Amir
,
Khondker Zakir Ahmed
,
Taesik Na
,
Saibal Mukhopadhyay
IEEE JETCAS 2018
Project
Project
IEEE Xplore
[C19] Cascade Adversarial Machine Learning Regularized with a Unified Embedding
Taesik Na
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
ICLR 2018
Project
Project
OpenReview
ICLR_2018
[C18] An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation
Burhan A Mudassar
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
ICASSP 2018 (BK 인정 우수학회)
Project
IEEE Explore
ICASSP_2018
[C17] Precision Scaling of Neural Networks for Efficient Voice Activity Detection
Jong Hwan Ko (고종환)
,
Josh Fromm
,
Matthai Phillipose
,
Ivan Tashev
,
Shuayb Zarar
ICASSP 2018 (BK 인정 우수학회)
Project
Project
IEEE Explore
ICASSP_2018
[C16] A Unified Embedding for Image Classification and Pixel-Level Regularization
Taesik Na
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
ICASSP 2018 (BK 인정 우수학회)
Project
Project
ICASSP_2018
[C15] The CAMEL approach to stacked sensor smart cameras
Saibal Mukhopodhyay
,
Marilyn Wolf
,
Mohammed Faisal Amir
,
Evan Gebahrdt
,
Jong Hwan Ko (고종환)
,
Jae Ha Kung
,
Burhan A Musassar
DATE 2018 (BK 인정 우수학회)
Project
IEEE Explore
DATE_2018
[J4] Design and Analysis of a Neural Network Inference Engine based on Adaptive Weight Compression
Jong Hwan Ko (고종환)
,
Mohammad Faisal Amir
,
Khondker Zakir Ahmed
,
Taesik Na
,
Saibal Mukhopadhyay
IEEE TCAD 2018
Project
IEEE Xplore
[C14] Precision Scaling of Neural Networks for Efficient Audio Processing
Jong Hwan Ko (고종환)
,
Josh Fromm
,
Matthai Phillipose
,
Ivan Tashev
,
Shuayb Zarar
NIPS Workshop 2017
Project
Project
NIPS_2017
[C13] Cascade Adversarial Machine Learning Regularized with a Unified Embedding
Taesik Na
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
NIPS Workshop 2017
Project
Project
NIPS_2017
[C12] Energy-Efficient Neural Image Processing for Internet-of-Things Edge Devices
Jong Hwan Ko (고종환)
,
Yun Long
,
Mohammad Faisal Amir
,
Duckhwan Kim
,
Jaeha Kung
,
Taesik Na
,
Amit Trivedi
,
Saibal Mukhopadhyay
MWSCAS 2017
Project
IEEE Explore
MWSCAS_2017
[C11] Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation
Jong Hwan Ko (고종환)
,
Burhan A. Mudassar
,
Taesik Na
,
Saibal Mukhopadhyay
DAC 2017 (BK 인정 우수학회)
Project
ACM Digital Library
DAC_2017
[J3] A Single-Chip Image Sensor Node With Energy Harvesting From a CMOS Pixel Array
Jong Hwan Ko (고종환)
,
Mohammad Faisal Amir
,
Khondker Zakir Ahmed
,
Taesik Na
,
Saibal Mukhopadhyay
IEEE TCAS-I 2017
Project
IEEE Xplore
[J2] Clock Data Compensation Aware Digital Circuits Design for Voltage Margin Reduction
Taesik Na
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
IEEE TCAS-I 2017
Project
IEEE Xplore
[C10] On-Chip Training of Recurrent Neural Networks with Limited Numerical Precision
Taesik Na
,
Jong Hwan Ko (고종환)
,
Jaeha Kung
,
Saibal Mukhopadhyay
IJCNN 2017
Project
IEEE Explore
IJCNN_2017
[C9] Adaptive Weight Compression for Memory-Efficient Neural Networks
Jong Hwan Ko (고종환)
,
Duckhwan Kim
,
Taesik Na
,
Jaeha Kung
,
Saibal Mukhopadhyay
DATE 2017 (BK 인정 우수학회)
Project
IEEE Explore
DATE_2017
[C8] Clock Data Compensation Aware Clock Tree Synthesis in Digital Circuits with Adaptive Clock Generation
Taesik Na
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
DATE 2017 (BK 인정 우수학회)
Project
IEEE Explore
DATE_2017
[C7] A Low-Power Wireless Image Sensor Node with Noise-Robust Moving Object Detection and a Region-of-Interest Based Rate Controller
Jong Hwan Ko (고종환)
,
Mohammad Faisal Amir
,
Taesik Na
,
Saibal Mukhopadhyay
GOMACTech 2017
Project
Project
GOMACTech_2017
[C6] Reconfigurable 96x128 Active Pixel Sensor with 2.1μW/mm2 Power Generation and Regulated Multi- Domain Power Delivery for Self-Powered Imaging
Khondker Zakir Ahmed
,
Mohammad Faisal Amir
,
Jong Hwan Ko (고종환)
,
Taesik Na
,
Saibal Mukhopadhyay
ESSCIRC 2016
Project
IEEE Xplore
ESSCIRC_2016
[C5] An Energy-Efficient Wireless Video Sensor Node with a Region-of-Interest Based Multi-Parameter Rate Controller for Moving Object Surveillance
Jong Hwan Ko (고종환)
,
Taesik Na
,
Saibal Mukhopadhyay
AVSS 2016 (BK 인정 우수학회)
Project
Project
IEEE Xplore
AVSS_2016
[C4] An Energy-Aware Approach to Noise-Tolerant Moving Object Detection for Low-Power Wireless Image Sensor Platforms
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
ISLPED 2016 (BK 인정 우수학회) - Best Paper Award
Project
ACM Digital Library
News
ISLPED_2016
[C3] A Self-powered Wireless Video Sensor Node for Moving Object Surveillance
Jong Hwan Ko (고종환)
,
Khondker Zakir Ahmed
,
Mohammad Faisal Amir
,
Saibal Mukhopadhyay
GOMACTech 2016
Project
Project
GOMACTech_2016
[J1] An Energy-Efficient Wireless Video Sensor Node for Moving Object Surveillance
Jong Hwan Ko (고종환)
,
Burhan A. Mudassar
,
Saibal Mukhopadhyay
IEEE TMSCS 2015
Project
Project
IEEE Xplore
[C2] Exploring Power Attack Protection of Resource Constrained Encryption Engines using Integrated Low-Drop-Out Regulators
Arvind Singh
,
Monodeep Kar
,
Jong Hwan Ko (고종환)
,
Saibal Mukhopadhyay
ISLPED 2015 (BK 인정 우수학회)
Project
IEEE Xplore
ISLPED_2015
[C1] Adaptive Wireless Video Sensor Node Using Content-Aware Pre-Processing for Moving Target Identification
Jong Hwan Ko (고종환)
,
Burhan A. Mudassar
,
Saibal Mukhopadhyay
GOMACTech 2015
Project
Project
GOMACTech_2015
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