Author

Ke Yang

2 papers indexed here

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Preprint Aug 2026

Robust and Efficient Feature Extraction for Spike Sorting via the Walsh-Hadamard Transform

WHT demonstrates greater robustness to noise, downsampling, reduced training size, and distance metric selection, maintaining standard deviations typically below 5%, while CHT and PCA reach up to 10% under high-noise conditions.

Emily L. Yang, Liyuan Guo, Seyed Mohammad Ali Zeinolabedin et al. · 0 citations

#graph neural networks Review Sep 2026

Machine learning-empowered electrochemical nanobiosensors: towards intelligent diagnostics and data analysis.

The central conclusion is that computational sophistication cannot repair absent chemical selectivity or non-independent validation: credible intelligent sensing requires mechanism-grounded signals, information-appropriate models, and validation at the level of the intended deployment claim.

Zhao-Jun Wu, Zhuang Sun, Kaiqiang Sun et al. · Chemical Communications · 0 citations