Concepedia

Zhiheng Liao

ZL

11

Publications

260

Citations

11

H-Index

2017

Active since

Affiliations

North Dakota State University(Current)

University of South Alabama

Dakota State University

Universidad del Noreste

Zhiheng Liao is an author at North Dakota State University specializing in engineering, computer engineering, and electrical engineering.

Top concepts

EngineeringComputer EngineeringElectrical EngineeringComputer ScienceNeuromorphic EngineeringMicroelectronicsComputer ArchitectureDeep LearningMachine LearningHardware Security

Publications per year

2017–2022

11

Publications

11

Mitigating Nonlinear Effect of Memristive Synaptic Device for Neuromorphic Computing

Jingyan Fu, Zhiheng Liao, Na Gong et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2019 · 44 citations

Piecewise Linear, Engineering, Neural Network +17

Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI

Geng Yuan, Zhiheng Liao, Xiaolong Ma et al. · 2021 · 34 citations

Artificial Intelligence, Engineering, Machine Learning +16

TinyADC: Peripheral Circuit-aware Weight Pruning Framework for Mixed-signal DNN Accelerators

Geng Yuan, Payman Behnam, Yuxuan Cai et al. · 2021 · 28 citations

Weight Parameters, Deep Neural Networks, Engineering +10

Level Scaling and Pulse Regulating to Mitigate the Impact of the Cycle-to-Cycle Variation in Memristor-Based Edge AI System

Jingyan Fu, Zhiheng Liao, Jinhui Wang · IEEE Transactions on Electron Devices · 2022 · 28 citations

Non-volatile Memory, Engineering, Emerging Memory Technology +19

Memristor-Based Neuromorphic Hardware Improvement for Privacy-Preserving ANN

Jingyan Fu, Zhiheng Liao, Jinhui Wang · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 2019 · 25 citations

Hardware Security, Privacy-preserving Ann, Electrical Engineering +15

Rows per page

1–5 of 11