Commercialisation journey in business ecosystem: From academy to market Z Huang, C Farrukh, Y Shi Entrepreneurial, Innovative and Sustainable Ecosystems: Best Practices and …, 2018 | 8 | 2018 |
Efficient edge-AI models for robust ECG abnormality detection on resource-constrained hardware Z Huang, LF Herbozo Contreras, WH Leung, L Yu, ND Truong, A Nikpour, ... Journal of Cardiovascular Translational Research, 1-14, 2024 | 5 | 2024 |
S4D-ECG: A shallow state-of-the-art model for cardiac abnormality classification Z Huang, LF Herbozo Contreras, L Yu, ND Truong, A Nikpour, O Kavehei Cardiovascular Engineering and Technology, 1-12, 2024 | 5* | 2024 |
Generalization challenges in electrocardiogram deep learning: insights from dataset characteristics and attention mechanism Z Huang, S MacLachlan, L Yu, LF Herbozo Contreras, ND Truong, ... Future Cardiology, 1-12, 2024 | 3* | 2024 |
Neuromorphic neuromodulation: Towards the next generation of on-device AI-revolution in electroceuticals LFH Contreras, ND Truong, JK Eshraghian, Z Xu, Z Huang, A Nikpour, ... arXiv preprint arXiv:2307.12471, 2023 | 3 | 2023 |
Biological plausible algorithm for seizure detection: Toward AI-enabled electroceuticals at the edge LF Herbozo Contreras, Z Huang, L Yu, A Nikpour, O Kavehei APL Machine Learning 2 (2), 2024 | 2 | 2024 |
Cardiac abnormality detection with a tiny diagonal state space model based on sequential liquid neural processing unit Z Huang, WH Leung, J Cui, L Yu, LF Herbozo Contreras, ND Truong, ... APL Machine Learning 2 (2), 2024 | 2 | 2024 |
On-device edge-learning for cardiac abnormality detection using a bio-inspired and spiking shallow network Z Huang, WH Leung, L Yu, LF Herbozo Contreras, Z Zhang, ND Truong, ... APL Machine Learning 2 (2), 2024 | 2 | 2024 |
KAN-EEG: Towards Replacing Backbone-MLP for an Effective Seizure Detection System LF Herbozo Contreras, J Cui, L Yu, Z Huang, A Nikpour, O Kavehei medRxiv, 2024.06. 05.24308471, 2024 | 1 | 2024 |
Abnormality Detection in Time-Series Bio-Signals using Kolmogorov-Arnold Networks for Resource-Constrained Devices Z Huang, J Cui, L Yu, LF Herbozo Contreras, O Kavehei medRxiv, 2024.06. 04.24308428, 2024 | 1 | 2024 |
Tiny dLIF: A Dendritic Spiking Neural Network Enabling a Time-Domain Energy-Efficient Seizure Detection System. LF Herbozo Contreras Sr, L Yu Sr, Z Huang Sr, Z Zhang Sr, A Nikpour Sr, ... medRxiv, 2024.05. 23.24307841, 2024 | | 2024 |
Advancing Privacy-Aware Machine Learning on Sensitive Data via Edge-Based Continual μ-Training for Personalized Large Models Z Huang, L Yu, LF Herbozo Contreras, K Eshraghian, ND Truong, ... medRxiv, 2024.05. 18.24307564, 2024 | | 2024 |