Machine Learning-Based Early Prediction of Neural Microelectrode Lifetime Under Accelerated Aging Conditions
Hui Hua, Martin Niemiec, Tingkai Li, Rahul Manna, Hyeongjin Jo, Kyungjin Kim, Chao Kun Hu
This paper develops a machine learning model to predict neural microelectrode lifetimes from early-life data under accelerated aging conditions, achieving significant error reduction through feature engineering and calibration.
bioRxiv · Oct 30, 2026 · PreprintBioengineering