Prediction of lower limb joint angles from surface electromyography using XGBoost. - Lu, Zhiguo; Chen, Siwei; Yang, Jiyuan; Liu, Chong; Zhao, Haibin (Expert Syst. Appl., 2025)

Neural Evolutionary Architecture Search for Compact Printed Analog Neuromorphic Circuits. - Zhao, Haibin; Pal, Priyanjana; Hefenbrock, Michael; Wang, Yuhong; Beigl, Michael; Tahoori, Mehdi B. (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2025)

ADAPT-pNC: Mitigating Device Variability and Sensor Noise in Printed Neuromorphic Circuits with SO Adaptive Learnable Filters. - Gheshlaghi, Tara; Pal, Priyanjana; Zhao, Haibin; Hefenbrock, Michael; Beigl, Michael; Tahoori, Mehdi B. (2025)

100 GHz Ultra-thin Germanium Photodetector with 1.05 A/W Responsivity at 1550 nm. - Wang, Xu; Song, Jinwen; Yu, Fengxin; Yang, Fenghe; Chu, Wei; Zhao, Haibin; Cai, Haiwen; Zheng, Xuezhe; Wu, Hao; Hu, Xiao (2025)

Continuous knee joint angle prediction with surface EMG. - Yang, Jiyuan; Lu, Zhiguo; Chen, Siwei; Liu, Chong; Zhao, Haibin (Biomed. Signal Process. Control., 2024)

AutoAugHAR: Automated Data Augmentation for Sensor-based Human Activity Recognition. - Zhou, Yexu; Zhao, Haibin; Huang, Yiran; Röddiger, Tobias; Kurnaz, Murat; Riedel, Till; Beigl, Michael (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

Analog Printed Spiking Neuromorphic Circuit. - Pal, Priyanjana; Zhao, Haibin; Shatta, Maha; Hefenbrock, Michael; Mamaghani, Sina Bakhtavari; Nassif, Sani R.; Beigl, Michael; Tahoori, Mehdi B. (2024)

Fault Sensitivity Analysis of Printed Bespoke Multilayer Perceptron Classifiers. - Pal, Priyanjana; Afentaki, Florentia; Zhao, Haibin; Saglam, Gurol; Hefenbrock, Michael; Zervakis, Georgios; Beigl, Michael; Tahoori, Mehdi B. (2024)

Neural Architecture Search for Highly Bespoke Robust Printed Neuromorphic Circuits. - Pal, Priyanjana; Zhao, Haibin; Gheshlaghi, Tara; Hefenbrock, Michael; Beigl, Michael; Tahoori, Mehdi B. (2024)

Unsupervised Personalized Deep Learning for Wearable Human Activity Recognition. - Huang, Yiran; Zhou, Yexu; Zhao, Haibin; Riedel, Till; Beigl, Michael (2024)

A Survey on Wearable Human Activity Recognition: Innovative Pipeline Development for Enhanced Research and Practice. - Huang, Yiran; Zhou, Yexu; Zhao, Haibin; Riedel, Till; Beigl, Michael (2024)

Deep Neural Network Pruning with Progressive Regularizer. - Zhou, Yexu; Zhao, Haibin; Hefenbrock, Michael; Li, Siyan; Huang, Yiran; Beigl, Michael (2024)

MLP-HAR: Boosting Performance and Efficiency of HAR Models on Edge Devices with Purely Fully Connected Layers. - Zhou, Yexu; King, Tobias; Zhao, Haibin; Huang, Yiran; Riedel, Till; Beigl, Michael (2024)

Enhancing Efficiency in HAR Models: NAS Meets Pruning. - Zhou, Yexu; King, Tobias; Huang, Yiran; Zhao, Haibin; Riedel, Till; Röddiger, Tobias; Beigl, Michael (2024)

Optimizing AutoML for Tiny Edge Systems: A Baldwin-effect Inspired Genetic Algorithm. - Huang, Yiran; Zhou, Yexu; Zhao, Haibin; Riedel, Till; Beigl, Michael (2024)

ExTea: An Evolutionary Algorithm-Based Approach for Enhancing Explainability in Time-Series Models. - Huang, Yiran; Zhou, Yexu; Zhao, Haibin; Fang, Likun; Riedel, Till; Beigl, Michael (2024)

Standardizing Your Training Process for Human Activity Recognition Models: A Comprehensive Review in the Tunable Factors. - Huang, Yiran; Zhao, Haibin; Zhou, Yexu; Riedel, Till; Beigl, Michael (CoRR, 2024)

Explainable Deep Learning Framework for Human Activity Recognition. - Huang, Yiran; Zhou, Yexu; Zhao, Haibin; Riedel, Till; Beigl, Michael (CoRR, 2024)

A load-adaptive hoisting mechanism based on spring-loaded rope and variable radius reel. - Lu, Zhiguo; Wang, Ruchao; Xiao, Yinhe; Liu, Tao; Liu, Chong; Zhao, Haibin (Adv. Robotics, 2023)

Split Additive Manufacturing for Printed Neuromorphic Circuits. - Zhao, Haibin; Hefenbrock, Michael; Beigl, Michael; Tahoori, Mehdi B. (2023)

Highly-Bespoke Robust Printed Neuromorphic Circuits. - Zhao, Haibin; Sapui, Brojogopal; Hefenbrock, Michael; Yang, Zhidong; Beigl, Michael; Tahoori, Mehdi B. (2023)

Power-Aware Training for Energy-Efficient Printed Neuromorphic Circuits. - Zhao, Haibin; Pal, Priyanjana; Hefenbrock, Michael; Beigl, Michael; Tahoori, Mehdi B. (2023)

Standardizing Your Training Process for Human Activity Recognition Models - A Comprehensive Review in the Tunable Factors. - Huang, Yiran; Zhao, Haibin; Zhou, Yexu; Riedel, Till; Beigl, Michael (2023)

Towards Temporal Information Processing - Printed Neuromorphic Circuits with Learnable Filters. - Zhao, Haibin; Pal, Priyanjana; Hefenbrock, Michael; Beigl, Michael; Tahoori, Mehdi Baradaran (2023)

Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena. - Röddiger, Tobias; Clarke, Christopher; Breitling, Paula; Schneegans, Tim; Zhao, Haibin; Gellersen, Hans; Beigl, Michael (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Excerpt from "Sensing with Earables: A Systematic Literature Review and Taxonomy of Phenomena". - Röddiger, Tobias; Clarke, Christopher; Breitling, Paula; Schneegans, Tim; Zhao, Haibin; Gellersen, Hans; Beigl, Michael (2022)

Aging-Aware Training for Printed Neuromorphic Circuits. - Zhao, Haibin; Hefenbrock, Michael; Beigl, Michael; Tahoori, Mehdi B. (2022)

Improving Human Activity Recognition Models by Learnable Sparse Wavelet Layer. - Zhao, Haibin; Zhou, Yexu; Riedel, Till; Hefenbrock, Michael; Beigl, Michael (2022)

TinyHAR: A Lightweight Deep Learning Model Designed for Human Activity Recognition. - Zhou, Yexu; Zhao, Haibin; Huang, Yiran; Riedel, Till; Hefenbrock, Michael; Beigl, Michael (2022)

Printed Electrodermal Activity Sensor with Optimized Filter for Stress Detection. - Zhao, Haibin; Scholz, Alexander; Beigl, Michael; Ni, Si; Singaraju, Surya Abhishek; Aghassi-Hagmann, Jasmin (2022)

High-Performance Ellipsometry With 2-D Expanded Channels for Spectroscopy and Polarization Analysis. - Tu, Huatian; Zheng, Yuxiang; Shan, Yao; Chen, Yao; Zhang, Haotian; Liu, Pian; Zhao, Haibin; Zhang, Rongjun; Wang, Songyou; Li, Jing; Yu, Hongzhu; Lee, YoungPak; et al. (IEEE Trans. Instrum. Meas., 2021)

AirCase: Earable Charging Case with Air Quality Monitoring and Soundscape Sonification. - Zhao, Haibin; Röddiger, Tobias; Beigl, Michael (2021)

Kalman Filtered Compressive Sensing Using Pseudo-Measurements. - Zhao, Haibin; Funk, Christopher; Noack, Benjamin; Hanebeck, Uwe D.; Beigl, Michael (2021)

Development of Humanoid Robot and Biped Walking Based on Linear Inverted Pendulum Model. - Lu, Yanzheng; Lu, Zhiguo; Yu, Yongji; Zhao, Haibin; Zhang, Yichen (2018)

A New Optical Fiber Bragg Grating Dynamic Signal Demodulation Method Based on Work-Point Controlling. - Li, Zhizhong; Zhao, Haibin; Shi, Qiuliang; Cheng, Yusheng; Liu, Qijun (2012)

Environment Control System Using Correlation Dimension of Alpha Wave. - Li, Chunsheng; Wang, Hong; Liu, Chong; Zhao, Haibin (2010)

Levenberg-Marquardt Algorithm Applied to Forecast the Ice Conditions in Ningmeng Reach of the Yellow River. - Yan, Jun; Cao, Hui; Wang, Jun; Liu, Yanfang; Zhao, Haibin (2009)

Optimum Steelmaking Charge Plan with Unknown Charge Number Based on the Pseudo TSP Model. - Xue, Yuncan; Yang, Qiwen; Zhao, Haibin (2006)