Seok-Bum Ko

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 94

Top Venues

ISCAS

IET Comput. Digit. Tech.

IEEE Trans. Very Large Scale Integr. Syst.

Microprocess. Microsystems

Publications

Deepa Perumal, Aravindhan Alagarsamy, Sundarakannan Mahilmaran, Gian Carlo Cardarilli, Seok-Bum Ko
Probability-based mapping approach for an application-aware networks-on-chip architectures. Nano Commun. Networks 41 (2024)
Yi Wang, Won Gi Jeong, Hao Zhang, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
Anterior mediastinal nodular lesion segmentation from chest computed tomography imaging using UNet based neural network with attention mechanisms. Multim. Tools Appl. 83 (15) (2024)
Congpeng Du, Seok-Bum Ko, Hao Zhang
Energy Efficient FPGA-Based Binary Transformer Accelerator for Edge Devices. ISCAS (2024)
Gendry Alfonso Francia, Jesús Carlos Pedraza Ortega, Manuel Toledano-Ayala, Marco Antonio Aceves-Fernández, Seok-Bum Ko, Saúl Tovar-Arriaga
Unraveling the complexity: deep learning for imbalanced retinal lesion detection and multi-disease identification. Netw. Model. Anal. Health Informatics Bioinform. 13 (1) (2024)
Andres Erazo, Seok-Bum Ko
A Long Short-Term Memory-Based Interconnected Architecture for Classification of Grasp Types Using Surface-Electromyography Signals. IEEE Trans. Artif. Intell. 5 (1) (2024)
Ghazal Azarfar, Seok-Bum Ko, Scott J. Adams, Paul S. Babyn
Deep learning-based age estimation from chest CT scans. Int. J. Comput. Assist. Radiol. Surg. 19 (1) (2024)
Muhammad Hamis Haider, Stephany Valarezo-Plaza, Sayed Muhsin, Hao Zhang, Seok-Bum Ko
Optimized Transformer Models: ℓ′ BERT with CNN-like Pruning and Quantization. ISCAS (2024)
Francis Ferri, Juan Yepez, Mahyar Ahadi, Yuanyue Wang, Ryan Ko, Yolande M. Seddon, Seok-Bum Ko
Enhancing welfare assessment: Automated detection and imaging of dorsal and lateral views of swine carcasses for identification of welfare indicators. Comput. Electron. Agric. 222 (2024)
Muhammad Hamis Haider, Hao Zhang, Seok-Bum Ko
Decoder Reduction Approximation Scheme for Booth Multipliers. IEEE Trans. Computers 73 (3) (2024)
Arman Haghanifar, Mahdiyar Molahasani Majdabadi, Sina Haghanifar, Younhee Choi, Seok-Bum Ko
PaXNet: Tooth segmentation and dental caries detection in panoramic X-ray using ensemble transfer learning and capsule classifier. Multim. Tools Appl. 82 (18) (2023)
Logan Markewich, Yubin Xing, Roy Ka-Wei Lee, Zhi Li, Seok-Bum Ko
DReD-A Descriptive Relation Dataset for Expanding Relation Extraction. IEEE Trans. Artif. Intell. 4 (6) (2023)
Ravindranath Kadirappa, Deivalakshmi Subbian, Pandeeswari Ramasamy, Seok-Bum Ko
An automated multi-class skin lesion diagnosis by embedding local and global features of Dermoscopy images. Multim. Tools Appl. 82 (22) (2023)
Ravindranath Kadirappa, Deivalakshmi Subbian, Pandeeswari Ramasamy, Seok-Bum Ko
Histopathological carcinoma classification using parallel, cross-concatenated and grouped convolutions deep neural network. Int. J. Imaging Syst. Technol. 33 (3) (2023)
Julio Torres-Tello, Seok-Bum Ko
Interpretability of artificial intelligence models that use data fusion to predict yield in aeroponics. J. Ambient Intell. Humaniz. Comput. 14 (4) (2023)
Muhammad Hamis Haider, Seok-Bum Ko
Booth Encoding-Based Energy Efficient Multipliers for Deep Learning Systems. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Aravindhan Alagarsamy, Sundarakannan Mahilmaran, Gopalakrishnan Lakshminarayanan, Seok-Bum Ko
SaHNoC: an optimal energy efficient hybrid networks-on-chip architecture. J. Supercomput. 79 (6) (2023)
Karim Shahbazi, Seok-Bum Ko
An Optimized Hardware Implementation of Modular Multiplication of Binary Ring LWE. IEEE Trans. Emerg. Top. Comput. 11 (3) (2023)
Ghazal Azarfar, Seok-Bum Ko, Scott J. Adams, Paul S. Babyn
Applications of deep learning to reduce the need for iodinated contrast media for CT imaging: a systematic review. Int. J. Comput. Assist. Radiol. Surg. 18 (10) (2023)
Pujari Venkata Yeswanth, S. Deivalakshmi, Sony George, Seok-Bum Ko
Residual Skip Network-Based Super-Resolution for Leaf Disease Detection of Grape Plant. Circuits Syst. Signal Process. 42 (11) (2023)
Hao Zhang, Seok-Bum Ko
Efficient Approximate Posit Multipliers for Deep Learning Computation. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
M. Ananda Reddy, R. Pandeeswari, Seok-Bum Ko
Non-Bianisotropic Complementary Split Ring Resonator Metamaterial Bandstop Filter Using Cylindrical Metal Vias. IEEE Trans. Circuits Syst. II Express Briefs 70 (3) (2023)
Mahdiyar Molahasani Majdabadi, Younhee Choi, S. Deivalakshmi, Seok-Bum Ko
Capsule GAN for prostate MRI super-resolution. Multim. Tools Appl. 81 (3) (2022)
Hao Zhang, Seok-Bum Ko
Variable-Precision Approximate Floating-Point Multiplier for Efficient Deep Learning Computation. IEEE Trans. Circuits Syst. II Express Briefs 69 (5) (2022)
Arman Haghanifar, Mahdiyar Molahasani Majdabadi, Younhee Choi, S. Deivalakshmi, Seok-Bum Ko
COVID-CXNet: Detecting COVID-19 in frontal chest X-ray images using deep learning. Multim. Tools Appl. 81 (21) (2022)
Logan Markewich, Hao Zhang, Yubin Xing, Navid Lambert-Shirzad, Zhexin Jiang, Roy Ka-Wei Lee, Zhi Li, Seok-Bum Ko
Segmentation for document layout analysis: not dead yet. Int. J. Document Anal. Recognit. 25 (2) (2022)
Hamid Rahimian Kalatehbali, Majid Nabi, Seok-Bum Ko
A hardware accelerator for IEEE 802.15.4 Time-Slotted Channel Hopping transceiver. Microelectron. J. 128 (2022)
Karim Shahbazi, Seok-Bum Ko
Lightweight and CCA2-Secure Hardware Implementation of Binary Ring-LWE. ISCAS (2022)
Morteza Shamsoddini, Tongkun Lan, Hamid Teimourzadeh, Seyed Mahdi Mazhari, Chi Yung Chung, Seok-Bum Ko
Early Fault Detection of Medium Voltage Covered Conductors with Deep Learning Method. CCECE (2022)
Sina Soleimani Fard, Masoud Kaveh, Mohammad Reza Mosavi, Seok-Bum Ko
An efficient modeling attack for breaking the security of XOR-Arbiter PUFs by using the fully connected and long-short term memory. Microprocess. Microsystems 94 (2022)
Gadipudi Amaranageswarao, S. Deivalakshmi, Seok-Bum Ko
Joint restoration convolutional neural network for low-quality image super resolution. Vis. Comput. 38 (1) (2022)
Aravindhan Alagarsamy, Sundarakannan Mahilmaran, Gopalakrishnan Lakshminarayanan, Seok-Bum Ko
SMA: A constructive partitioning based mapping approach for Networks-on-Chip. Microprocess. Microsystems 94 (2022)
Shivakanth Sujit, Deivalakshmi S, Seok-Bum Ko
Factorized multi-scale multi-resolution residual network for single image deraining. Appl. Intell. 52 (7) (2022)
Aravindhan Alagarsamy, Sundarakannan Mahilmaran, Gopalakrishnan Lakshminarayanan, Seok-Bum Ko
FRDS: An efficient unique on-Chip interconnection network architecture. Integr. 87 (2022)
Julio Torres-Tello, Seok-Bum Ko
Optimizing a Multispectral-Images-Based DL Model, Through Feature Selection, Pruning and Quantization. ISCAS (2022)
J. Sujanth Roy, G. Lakshminarayanan, Seok-Bum Ko
High-Speed Architecture for Successive Cancellation Decoder With Split-g Node Block. IEEE Embed. Syst. Lett. 13 (3) (2021)
Karim Shahbazi, Seok-Bum Ko
Area-Efficient Nano-AES Implementation for Internet-of-Things Devices. IEEE Trans. Very Large Scale Integr. Syst. 29 (1) (2021)
Mohammadreza Asadikouhanjani, Seok-Bum Ko
Enhancing the Utilization of Processing Elements in Spatial Deep Neural Network Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (9) (2021)
Mahdiyar Molahasani Majdabadi, Younhee Choi, S. Deivalakshmi, Seok-Bum Ko
Capsule GAN for Prostate MRI Super-Resolution. CoRR (2021)
Mohammadreza Asadikouhanjani, Hao Zhang, Gopalakrishnan Lakshminarayanan, Hyuk-Jae Lee, Seok-Bum Ko
A Real-Time Architecture for Pruning the Effectual Computations in Deep Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (5) (2021)
Marshal Raj, Gopalakrishnan Lakshminarayanan, Seok-Bum Ko
Reliable SRAM using NAND-NOR Gate in beyond-CMOS QCA technology. IET Comput. Digit. Tech. 15 (3) (2021)
Yi Wang, Hao Zhang, Kwang-Il Oh, Jae-Jin Lee, Seok-Bum Ko
Energy efficient spiking neural network processing using approximate arithmetic units and variable precision weights. J. Parallel Distributed Comput. 158 (2021)
V. K. Daliya, T. K. Ramesh, Seok-Bum Ko
An Optimised Multivariable Regression Model for Predictive Analysis of Diabetic Disease Progression. IEEE Access 9 (2021)
Suhaib Ahmed, Syed Farah Naz, Sparsh Sharma, Seok-Bum Ko
Design of quantum-dot cellular automata-based communication system using modular N-bit binary to gray and gray to binary converters. Int. J. Commun. Syst. 34 (4) (2021)
Hao Zhang, Seok-Bum Ko
Efficient Multiple-Precision Posit Multiplier. ISCAS (2021)
Julio Torres-Tello, Seok-Bum Ko
Identifying Useful Features in Multispectral Images with Deep Learning for Optimizing Wheat Yield Prediction. ISCAS (2021)
Riel Castro-Zunti, Kum Ju Chae, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
Assessing the speed-accuracy trade-offs of popular convolutional neural networks for single-crop rib fracture classification. Comput. Medical Imaging Graph. 91 (2021)
Karim Shahbazi, Seok-Bum Ko
Area and power efficient post-quantum cryptosystem for IoT resource-constrained devices. Microprocess. Microsystems 84 (2021)
Sumitra Velayudham, Sivakumar Rajagopal, Yeragudipati Venkata Ramana Rao, Seok-Bum Ko
Power efficient error correction coding for on-chip interconnection links. IET Comput. Digit. Tech. 14 (6) (2020)
Juan Yepez, Seok-Bum Ko
Stride 2 1-D, 2-D, and 3-D Winograd for Convolutional Neural Networks. IEEE Trans. Very Large Scale Integr. Syst. 28 (4) (2020)
Karim Shahbazi, Seok-Bum Ko
High throughput and area-efficient FPGA implementation of AES for high-traffic applications. IET Comput. Digit. Tech. 14 (6) (2020)
Gadipudi Amaranageswarao, S. Deivalakshmi, Seok-Bum Ko
Wavelet based medical image super resolution using cross connected residual-in-dense grouped convolutional neural network. J. Vis. Commun. Image Represent. 70 (2020)
Elizabeth Adams, Suganthi Venkatachalam, Seok-Bum Ko
Approximate Restoring Dividers Using Inexact Cells and Estimation From Partial Remainders. IEEE Trans. Computers 69 (4) (2020)
Mahdiyar Molahasani Majdabadi, Seok-Bum Ko
Capsule GAN for robust face super resolution. Multim. Tools Appl. 79 (41-42) (2020)
Arman Haghanifar, Mahdiyar Molahasani Majdabadi, Seok-Bum Ko
Automated Teeth Extraction from Dental Panoramic X-Ray Images using Genetic Algorithm. ISCAS (2020)
Hao Zhang, Seok-Bum Ko
Design of Power Efficient Posit Multiplier. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Yi Wang, Hao Zhang, Kum Ju Chae, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
Novel convolutional neural network architecture for improved pulmonary nodule classification on computed tomography. Multidimens. Syst. Signal Process. 31 (3) (2020)
Riel Castro-Zunti, Eun Hae Park, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
Early detection of ankylosing spondylitis using texture features and statistical machine learning, and deep learning, with some patient age analysis. Comput. Medical Imaging Graph. 82 (2020)
Andres Erazo, Eduardo Tayupanta, Seok-Bum Ko
Epipolar Geometry on Drones Cameras for Swarm Robotics Applications. ISCAS (2020)
Julio Torres-Tello, Suganthi Venkatachalam, Lyman Moreno, Seok-Bum Ko
Ensemble Learning for Improving Generalization in Aeroponics Yield Prediction. ISCAS (2020)
Arman Haghanifar, Mahdiyar Molahasani Majdabadi, Seok-Bum Ko
COVID-CXNet: Detecting COVID-19 in Frontal Chest X-ray Images using Deep Learning. CoRR (2020)
Gadipudi Amaranageswarao, S. Deivalakshmi, Seok-Bum Ko
Residual learning based densely connected deep dilated network for joint deblocking and super resolution. Appl. Intell. 50 (7) (2020)
Arman Haghanifar, Mahdiyar Molahasani Majdabadi, Seok-Bum Ko
PaXNet: Dental Caries Detection in Panoramic X-ray using Ensemble Transfer Learning and Capsule Classifier. CoRR (2020)
Mohammadreza Asadikouhanjani, Seok-Bum Ko
A Novel Architecture for Early Detection of Negative Output Features in Deep Neural Network Accelerators. IEEE Trans. Circuits Syst. (12) (2020)
Hao Zhang, Dongdong Chen, Seok-Bum Ko
New Flexible Multiple-Precision Multiply-Accumulate Unit for Deep Neural Network Training and Inference. IEEE Trans. Computers 69 (1) (2020)
Mahdiyar Molahasani Majdabadi, Shahriar B. Shokouhi, Seok-Bum Ko
Efficient Hybrid CMOS/Memristor Implementation of Bidirectional Associative Memory Using Passive Weight Array. Microelectron. J. 98 (2020)
Sumitra Velayudham, Sivakumar Rajagopal, Seok-Bum Ko
An Improved Low-Power Coding for Serial Network-On-Chip Links. Circuits Syst. Signal Process. 39 (4) (2020)
Gadipudi Amaranageswarao, S. Deivalakshmi, Seok-Bum Ko
Blind compression artifact reduction using dense parallel convolutional neural network. Signal Process. Image Commun. 89 (2020)
Gadipudi Amaranageswarao, S. Deivalakshmi, Seok-Bum Ko
Deep dilated and densely connected parallel convolutional groups for compression artifacts reduction. Digit. Signal Process. 106 (2020)
Marshal Raj, Gopalakrishnan Lakshminarayanan, Seok-Bum Ko, Nagi Naganathan, N. Ramasubramanian
Configurable Logic Blocks and Memory Blocks for Beyond-CMOS FPGA-Based Embedded Systems. IEEE Embed. Syst. Lett. 12 (4) (2020)
Hao Zhang, Jiongrui He, Seok-Bum Ko
Improved Hybrid Memory Cube for Weight-Sharing Deep Convolutional Neural Networks. AICAS (2019)
Aravindhan Alagarsamy, Gopalakrishnan Lakshminarayanan, Seok-Bum Ko
KBMA: A knowledge-based multi-objective application mapping approach for 3D NoC. IET Comput. Digit. Tech. 13 (4) (2019)
Suganthi Venkatachalam, Elizabeth Adams, Seok-Bum Ko
Design of Approximate Restoring Dividers. ISCAS (2019)
Elizabeth Adams, Suganthi Venkatachalam, Seok-Bum Ko
Energy-Efficient Approximate MAC Unit. ISCAS (2019)
Hao Zhang, Dongdong Chen, Seok-Bum Ko
Efficient Multiple-Precision Floating-Point Fused Multiply-Add with Mixed-Precision Support. IEEE Trans. Computers 68 (7) (2019)
Yi Wang, Karim Shahbazi, Hao Zhang, Kwang-Il Oh, Jae-Jin Lee, Seok-Bum Ko
Efficient spiking neural network training and inference with reduced precision memory and computing. IET Comput. Digit. Tech. 13 (5) (2019)
Hao Zhang, Jiongrui He, Seok-Bum Ko
Efficient Posit Multiply-Accumulate Unit Generator for Deep Learning Applications. ISCAS (2019)
Patricio Pérez, Julio Torres-Tello, Seok-Bum Ko
Low-Cost 2-D Map Generation System for a Mobile Robot. ISCAS (2019)
Suganthi Venkatachalam, Elizabeth Adams, Hyuk Jae Lee, Seok-Bum Ko
Design and Analysis of Area and Power Efficient Approximate Booth Multipliers. IEEE Trans. Computers 68 (11) (2019)
Aravindhan Alagarsamy, Gopalakrishnan Lakshminarayanan, Sundarakannan Mahilmaran, Seok-Bum Ko
A Self-Adaptive Mapping Approach for Network on Chip With Low Power Consumption. IEEE Access 7 (2019)
Suganthi Venkatachalam, Hyuk Jae Lee, Seok-Bum Ko
Power Efficient Approximate Booth Multiplier. ISCAS (2018)
Hao Zhang, Hyuk Jae Lee, Seok-Bum Ko
Efficient Fixed/Floating-Point Merged Mixed-Precision Multiply-Accumulate Unit for Deep Learning Processors. ISCAS (2018)
Hao Zhang, Dongdong Chen, Seok-Bum Ko
High performance and energy efficient single-precision and double-precision merged floating-point adder on FPGA. IET Comput. Digit. Tech. 12 (1) (2018)
Zhexin Jiang, Hao Zhang, Yi Wang, Seok-Bum Ko
Retinal blood vessel segmentation using fully convolutional network with transfer learning. Comput. Medical Imaging Graph. 68 (2018)
Juan Yepez, Xiaofeng Shi, Seok-Bum Ko
An FPGA-based Closed-loop Approach of Angular Displacement for a Resolver-to-Digital-Converter. ISCAS (2018)
Suganthi Venkatachalam, Seok-Bum Ko
Approximate Sum-of-Products Designs Based on Distributed Arithmetic. IEEE Trans. Very Large Scale Integr. Syst. 26 (8) (2018)
K. C. Cinnati Loi, Seok-Bum Ko
Flexible elliptic curve cryptography coprocessor using scalable finite field arithmetic blocks on FPGAs. Microprocess. Microsystems 63 (2018)
Suganthi Venkatachalam, Seok-Bum Ko
Design of Power and Area Efficient Approximate Multipliers. IEEE Trans. Very Large Scale Integr. Syst. 25 (5) (2017)
Hao Zhang, Dongdong Chen, Seok-Bum Ko
Area- and power-efficient iterative single/double-precision merged floating-point multiplier on FPGA. IET Comput. Digit. Tech. 11 (4) (2017)
Amir Kaivani, Seok-Bum Ko
Floating-Point Butterfly Architecture Based on Binary Signed-Digit Representation. IEEE Trans. Very Large Scale Integr. Syst. 24 (3) (2016)
K. C. Cinnati Loi, Seok-Bum Ko
). Microprocess. Microsystems 45 (2016)
Swaminathan Kathirvel, Rajkumar Jangre, Seok-Bum Ko
Design of a novel energy efficient topology for maximum magnitude generator. IET Comput. Digit. Tech. 10 (3) (2016)
Liu Han, Hao Zhang, Seok-Bum Ko
Decimal floating-point fused multiply-add with redundant internal encodings. IET Comput. Digit. Tech. 10 (4) (2016)
Chhagan Lal, Vijay Laxmi, Manoj Singh Gaur, Seok-Bum Ko
Bandwidth-aware routing and admission control for efficient video streaming over MANETs. Wirel. Networks 21 (1) (2015)
Kung Chi Cinnati Loi, Seok-Bum Ko
Scalable Elliptic Curve Cryptosystem FPGA Processor for NIST Prime Curves. IEEE Trans. Very Large Scale Integr. Syst. 23 (11) (2015)
Xingxing Jin, Brian Daku, Seok-Bum Ko
Improved GPU SIMD control flow efficiency via hybrid warp size mechanism. Microprocess. Microsystems 38 (7) (2014)
Amir Kaivani, Seok-Bum Ko
High-speed FFT processors based on redundant number systems. ISCAS (2014)
K. Swaminathan, G. Lakshminarayanan, Seok-Bum Ko
Design and verification of an efficient WISHBONE-based network interface for network on chip. Comput. Electr. Eng. 40 (6) (2014)
K. Swaminathan, Sandeep Gopi Nambiar, Rajkumar, G. Lakshminarayanan, Seok-Bum Ko
A novel hybrid topology for Network on Chip. CCECE (2014)
Manoj Kumar, Vijay Laxmi, Manoj Singh Gaur, Masoud Daneshtalab, Pankaj Kumar Srivastava, Seok-Bum Ko, Mark Zwolinski
A novel non-minimal/minimal turn model for highly adaptive routing in 2D NoCs. NOCS (2014)
Kung Chi Cinnati Loi, Sen An, Seok-Bum Ko
). ISCAS (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Seok-Bum Ko