Robust Parameter and State Estimation in Multiscale Neuronal Systems Using Physics-Informed Neural Networks

Changliang Wei, Yangyang Wang, Xueyu Zhu

Inferring biophysical parameters and hidden state variables from partial and noisy observations is a fundamental challenge in computational neuroscience. This problem is particular…