Hao Zhang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Variable Precision

Top Venues

IET Comput. Digit. Tech.

IEEE Trans. Computers

IEEE Trans. Circuits Syst. II Express Briefs

Publications

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)
Muhammad Hamis Haider, Hao Zhang, Seok-Bum Ko
Decoder Reduction Approximation Scheme for Booth Multipliers. IEEE Trans. Computers 73 (3) (2024)
Yongguo Jiang, Haipeng Qu, Hao Su, Hao Zhang
Construction of Hardware Course Group in New Engineering Computer Specialty Facing Complex Engineering Problems. ACM TUR-C (2023)
Hao Zhang, Seok-Bum Ko
Efficient Approximate Posit Multipliers for Deep Learning Computation. IEEE J. Emerg. Sel. Topics Circuits Syst. 13 (1) (2023)
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)
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)
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)
Hao Zhang, Seok-Bum Ko
Efficient Multiple-Precision Posit Multiplier. ISCAS (2021)
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)
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)
Hao Zhang, Jiongrui He, Seok-Bum Ko
Improved Hybrid Memory Cube for Weight-Sharing Deep Convolutional Neural Networks. AICAS (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)
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)
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)
Liu Han, Hao Zhang, Seok-Bum Ko
Decimal floating-point fused multiply-add with redundant internal encodings. IET Comput. Digit. Tech. 10 (4) (2016)